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Kwapisz D, Pawlikowska P, Strati A. Editorial: Predictive and prognostic value of liquid biopsy biomarkers in metastatic cancers: from basic science, across high throughput profiling up to clinical practice. Front Oncol 2024; 14:1375711. [PMID: 38562174 PMCID: PMC10982474 DOI: 10.3389/fonc.2024.1375711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 03/01/2024] [Indexed: 04/04/2024] Open
Affiliation(s)
- Dorota Kwapisz
- Department of Biochemistry and Molecular Biology, Centre of Postgraduate Medical Education, Warsaw, Poland
| | - Patrycja Pawlikowska
- Gustave Roussy, Université Paris-Saclay, “Rare Circulating Cells” Translational Platform, CNRS UMS3655 – INSERM US23 AMMICA, Villejuif, France
| | - Areti Strati
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
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Moutafi M, Koliou GA, Papaxoinis G, Economopoulou P, Kotsantis I, Gkotzamanidou M, Anastasiou M, Pectasides D, Kyrodimos E, Delides A, Giotakis E, Papadimitriou NG, Panayiotides IG, Perisanidis C, Fernandez AI, Xirou V, Poulios C, Gagari E, Yaghoobi V, Gavrielatou N, Shafi S, Aung TN, Kougioumtzopoulou A, Kouloulias V, Palialexis K, Gkolfinopoulos S, Strati A, Lianidou E, Fountzilas G, Rimm DL, Foukas PG, Psyrri A. Phase II Window Study of Olaparib Alone or with Cisplatin or Durvalumab in Operable Head and Neck Cancer. Cancer Res Commun 2023; 3:1514-1523. [PMID: 37575280 PMCID: PMC10414130 DOI: 10.1158/2767-9764.crc-23-0051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 04/26/2023] [Accepted: 07/11/2023] [Indexed: 08/15/2023]
Abstract
Purpose We conducted a phase II randomized noncomparative window of opportunity (WOO) trial to evaluate the inhibition of cellular proliferation and the modulation of immune microenvironment after treatment with olaparib alone or in combination with cisplatin or durvalumab in patients with operable head and neck squamous cell carcinoma (HNSCC). Experimental Design Forty-one patients with HNSCC were randomized to cisplatin plus olaparib (arm A), olaparib alone (arm B), no treatment (arm C) or durvalumab plus olaparib (arm D). The primary endpoint was to evaluate the percentage of patients in each arm that achieved a reduction of at least 25% in Ki67. Secondary endpoints included objective response rate (ORR), safety, and pathologic complete response (pCR) rate. Paired baseline and resection tumor biopsies and blood samples were evaluated for prespecified biomarkers. Results A decrease in Ki67 of at least 25% was observed in 44.8% of treated patients, as measured by quantitative immunofluorescence. The ORR among treated patients was 12.1%. pCR was observed in 2 patients. Two serious adverse events occurred in 2 patients.Programmed death ligand 1 (PD-L1) levels [combined positive score (CPS)] were significantly higher after treatment in arms A and D. Expression of CD163 and colony-stimulating factor 1 receptor (CSF1R) genes, markers of M2 macrophages, increased significantly posttreatment whereas the expression of CD80, a marker of M1 macrophages, decreased. Conclusion Preoperative olaparib with cisplatin or alone or with durvalumab was safe in the preoperative setting and led to decrease in Ki67 of at least 25% in 44.8% of treated patients. Olaparib-based treatment modulates the tumor microenvironment leading to upregulation of PD-L1 and induction of protumor features of macrophages. Significance HNSCC is characterized by defective DNA repair pathways and immunosuppressive tumor microenvironment. PARP inhibitors, which promote DNA damage and "reset" the inflammatory tumor microenvironment, can establish an effective antitumor response. This phase II WOO trial in HNSCC demonstrated the immunomodulatory effects of PARP inhibitor-induced DNA damage. In this chemo-naïve population, PARP inhibitor-based treatment, reduced tumor cell proliferation and modulated tumor microenvironment. After olaparib upregulation of PD-L1 and macrophages, suggests that combinatorial treatment might be beneficial. Synopsis Our WOO study demonstrates that preoperative olaparib results in a reduction in Ki67, upregulation of PD-L1 CPS, and induction of protumor features of macrophages in HNSCC.
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Affiliation(s)
- Myrto Moutafi
- Second Department of Internal Medicine, Medical Oncology Section, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | | | - George Papaxoinis
- Second Department of Internal Medicine, Agios Savvas Cancer Hospital, Athens, Greece
| | - Panagiota Economopoulou
- Second Department of Internal Medicine, Medical Oncology Section, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Ioannis Kotsantis
- Second Department of Internal Medicine, Medical Oncology Section, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Maria Gkotzamanidou
- Second Department of Internal Medicine, Medical Oncology Section, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Maria Anastasiou
- Second Department of Internal Medicine, Medical Oncology Section, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Dimitrios Pectasides
- Second Department of Internal Medicine, Medical Oncology Section, Hippokration General Hospital, Athens, Greece
| | - Efthymios Kyrodimos
- Department of Otolaryngology-Head and Neck Surgery, Hippokration General Hospital, University of Athens, Athens, Greece
| | - Alexander Delides
- Second Otolaryngology Department, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Evangelos Giotakis
- Department of Otolaryngology-Head and Neck Surgery, Hippokration General Hospital, University of Athens, Athens, Greece
| | - Nikolaos G. Papadimitriou
- Second Otolaryngology Department, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Ioannis G. Panayiotides
- Second Department of Pathology, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Christos Perisanidis
- Department of Oral and Maxillofacial Surgery, School of Dentistry, National and Kapodistrian University of Athens, Athens, Greece
| | - Aileen I. Fernandez
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | - Vasiliki Xirou
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | - Christos Poulios
- Department of Pathology, Aristotle University of Thessaloniki, School of Health Sciences, Faculty of Medicine, Thessaloniki, Greece
| | - Eleni Gagari
- Oral Medicine Clinics, A. Syggros Hospital of Dermatologic and Venereal Diseases, Department of Dermatology, School of Medicine, University of Athens, Athens, Greece
| | - Vesal Yaghoobi
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | - Niki Gavrielatou
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | - Saba Shafi
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | - Thazin Nwe Aung
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | - Andromachi Kougioumtzopoulou
- Second Department of Radiology, Radiotherapy Unit, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Vassilis Kouloulias
- Second Department of Radiology, Radiotherapy Unit, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Konstantinos Palialexis
- Second Department of Radiology, Radiotherapy Unit, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | | | - Areti Strati
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
| | - George Fountzilas
- German Oncology Center, Limassol, Cyprus
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece
- Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - David L. Rimm
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | - Periklis G. Foukas
- Second Department of Pathology, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Amanda Psyrri
- Second Department of Internal Medicine, Medical Oncology Section, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
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Strati A, Economopoulou P, Lianidou E, Psyrri A. Clinical Significance of PD-L1 Status in Circulating Tumor Cells for Cancer Management during Immunotherapy. Biomedicines 2023; 11:1768. [PMID: 37371863 DOI: 10.3390/biomedicines11061768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 06/11/2023] [Accepted: 06/16/2023] [Indexed: 06/29/2023] Open
Abstract
The approval of monoclonal antibodies against programmed death-ligand 1 (PD-L1) and programmed cell death protein (PD1) has changed the landscape of cancer treatment. To date, many immune checkpoint inhibitors (ICIs) have been approved by the FDA for the treatment of metastatic cancer as well as locally recurrent advanced cancer. However, immune-related adverse events (irAEs) of ICIs highlight the need for biomarker analysis with strong predictive value. Liquid biopsy is an important tool for clinical oncologists to monitor cancer patients and administer or change appropriate therapy. CTCs frequently express PD-L1, and this constitutes a clinically useful and non-invasive method to assess PD-L1 status in real-time. This review summarizes all the latest findings about the clinical significance of CTC for the management of cancer patients during the administration of immunotherapy and mainly focuses on the assessment of PD-L1 expression in CTCs.
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Affiliation(s)
- Areti Strati
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - Panagiota Economopoulou
- Department of Internal Medicine, Section of Medical Oncology, National and Kapodistrian University of Athens, Attikon University Hospital, 12462 Athens, Greece
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - Amanda Psyrri
- Department of Internal Medicine, Section of Medical Oncology, National and Kapodistrian University of Athens, Attikon University Hospital, 12462 Athens, Greece
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Strati A, Markou A, Kyriakopoulou E, Lianidou E. Detection and Molecular Characterization of Circulating Tumour Cells: Challenges for the Clinical Setting. Cancers (Basel) 2023; 15:cancers15072185. [PMID: 37046848 PMCID: PMC10092977 DOI: 10.3390/cancers15072185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 03/23/2023] [Accepted: 04/04/2023] [Indexed: 04/14/2023] Open
Abstract
Over the last decade, liquid biopsy has gained much attention as a powerful tool in personalized medicine since it enables monitoring cancer evolution and follow-up of cancer patients in real time. Through minimally invasive procedures, liquid biopsy provides important information through the analysis of circulating tumour cells (CTCs) and circulating tumour-derived material, such as circulating tumour DNA (ctDNA), circulating miRNAs (cfmiRNAs) and extracellular vehicles (EVs). CTC analysis has already had an important impact on the prognosis, detection of minimal residual disease (MRD), treatment selection and monitoring of cancer patients. Numerous clinical trials nowadays include a liquid biopsy arm. CTC analysis is now an exponentially expanding field in almost all types of solid cancers. Functional studies, mainly based on CTC-derived cell-lines and CTC-derived explants (CDx), provide important insights into the metastatic process. The purpose of this review is to summarize the latest findings on the clinical significance of CTCs for the management of cancer patients, covering the last four years. This review focuses on providing a comprehensive overview of CTC analysis in breast, prostate and non-small-cell lung cancer. The unique potential of CTC single-cell analysis for understanding metastasis biology, and the importance of quality control and standardization of methodologies used in this field, is also discussed.
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Affiliation(s)
- Areti Strati
- Analysis of Circulating Tumour Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - Athina Markou
- Analysis of Circulating Tumour Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | | | - Evi Lianidou
- Analysis of Circulating Tumour Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
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Stergiopoulou D, Markou A, Strati A, Zavridou M, Tzanikou E, Mastoraki S, Kallergi G, Georgoulias V, Lianidou E. Comprehensive liquid biopsy analysis as a tool for the early detection of minimal residual disease in breast cancer. Sci Rep 2023; 13:1258. [PMID: 36690653 PMCID: PMC9870904 DOI: 10.1038/s41598-022-25400-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 11/28/2022] [Indexed: 01/24/2023] Open
Abstract
Liquid biopsy (LB) provides a unique minimally invasive tool to follow-up cancer patients over time, to detect minimal residual disease (MRD), to study metastasis-biology and mechanisms of therapy-resistance. Molecular characterization of CTCs offers additionally the potential to understand resistance to therapy and implement individualized targeted treatments which can be modified during the disease evolution and follow-up period of a patient. In this study, we present a long-term follow-up of operable breast cancer patients based on a comprehensive liquid biopsy analysis. We performed a comprehensive liquid biopsy analysis in peripheral blood of 13 patients with early-stage operable breast cancer at several time points for a period of ten years, consisting of: (a) CTC enumeration using the CellSearch system, (b) phenotypic analysis of CTCs using Immunofluorescence, (c) gene expression analysis, in EpCAM(+) CTCs for CK-19, CD24,CD44, ALDH1, and TWIST1, (d) analysis of PIK3CA and ESR1 mutations in EpCAM(+) CTCs and corresponding plasma ctDNA and (e) DNA methylation of ESR1 in CTCs. 10/13 (77%) patients were found negative for LB markers in PB during the whole follow-up period, and these patients did not relapse during the follow-up. However, 3/13(18%) patients that were positive for at least one LB marker relapsed within the follow-up period. The molecular characteristics of CTCs were highly different even for the same patient at different time points, and always increased before the clinical relapse. Our results indicate that liquid biopsy can reveal the presence of MRD at least 4 years before the appearance of clinically detectable metastatic disease demonstrating that a comprehensive liquid biopsy analysis provides highly important information for the therapeutic management of breast cancer patients.
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Affiliation(s)
- Dimitra Stergiopoulou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771, Athens, Greece
| | - Athina Markou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771, Athens, Greece
| | - Areti Strati
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771, Athens, Greece
| | - Martha Zavridou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771, Athens, Greece
| | - Eleni Tzanikou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771, Athens, Greece
| | - Sophia Mastoraki
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771, Athens, Greece
| | - Galatea Kallergi
- Division of Genetics, Cell and Developmental Biology, Department of Biology, University of Patras, 26500, Patras, Greece
| | - Vassilis Georgoulias
- First Department of Medical Oncology, METROPOLITAN General Hospital, 264, Mesogion Av, Cholargos, Athens, Greece
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771, Athens, Greece.
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Strati A, Zavridou M, Paraskevis D, Magiorkinis G, Sapounas S, Lagiou P, Thomaidis NS, Lianidou ES. Development and Analytical Validation of a One-Step Five-Plex RT-ddPCR Assay for the Quantification of SARS-CoV-2 Transcripts in Clinical Samples. Anal Chem 2022; 94:12314-12322. [PMID: 35960711 PMCID: PMC9397566 DOI: 10.1021/acs.analchem.2c00868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 08/01/2022] [Indexed: 11/28/2022]
Abstract
Highly sensitive methodologies for SARS-CoV-2 detection are essential for the control of COVID-19 pandemic. We developed and analytically validated a highly sensitive and specific five-plex one-step RT-ddPCR assay for SARS-CoV-2. We first designed in-silico novel primers and probes for the simultaneous absolute quantification of three different regions of the nucleoprotein (N) gene of SARS-CoV-2 (N1, N2, N3), a synthetic RNA as an external control (RNA-EC), and Beta-2-Microglobulin (B2M) as an endogenous RNA internal control (RNA-IC). The developed assay was analytically validated using synthetic DNA and RNA calibrator standards and then was applied to 100 clinical specimens previously analyzed with a commercially available CE-IVD RT-qPCR assay. The analytical validation of the developed assay resulted in very good performance characteristics in terms of analytical sensitivity, linearity, analytical specificity, and reproducibility and recovery rates even at very low viral concentrations. The simultaneous absolute quantification of the RNA-EC and RNA-IC provides the necessary metrics for quality control assessment. Direct comparison of the developed one-step five-plex RT-ddPCR assay with a CE-IVD RT-qPCR kit revealed a very high concordance and a higher sensitivity [concordance: 99/100 (99.0%, Spearman's correlation coefficient: -0.850, p < 0.001)]. The developed assay is highly sensitive, specific, and reproducible and has a broad linear dynamic range, providing absolute quantification of SARS-COV-2 transcripts. The inclusion of two RNA quality controls, an external and an internal, is highly important for standardization of SARS-COV-2 molecular testing in clinical and wastewater samples.
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Affiliation(s)
- Areti Strati
- Lab of Analytical Chemistry, Department of Chemistry,
National and Kapodistrian University of Athens, 15771 Athens,
Greece
| | - Martha Zavridou
- Lab of Analytical Chemistry, Department of Chemistry,
National and Kapodistrian University of Athens, 15771 Athens,
Greece
| | - Dimitrios Paraskevis
- Department of Hygiene, Epidemiology and Medical
Statistics, Medical School, National and Kapodistrian University of
Athens, 11527 Athens, Greece
| | - Gkikas Magiorkinis
- Department of Hygiene, Epidemiology and Medical
Statistics, Medical School, National and Kapodistrian University of
Athens, 11527 Athens, Greece
| | | | - Pagona Lagiou
- Department of Hygiene, Epidemiology and Medical
Statistics, Medical School, National and Kapodistrian University of
Athens, 11527 Athens, Greece
| | - Nikolaos S. Thomaidis
- Lab of Analytical Chemistry, Department of Chemistry,
National and Kapodistrian University of Athens, 15771 Athens,
Greece
| | - Evi S. Lianidou
- Lab of Analytical Chemistry, Department of Chemistry,
National and Kapodistrian University of Athens, 15771 Athens,
Greece
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Zavridou M, Smilkou S, Tserpeli V, Sfika A, Bournakis E, Strati A, Lianidou E. Development and Analytical Validation of a 6-Plex Reverse Transcription Droplet Digital PCR Assay for the Absolute Quantification of Prostate Cancer Biomarkers in Circulating Tumor Cells of Patients with Metastatic Castration-Resistant Prostate Cancer. Clin Chem 2022; 68:1323-1335. [PMID: 36093578 DOI: 10.1093/clinchem/hvac125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 06/15/2022] [Indexed: 11/12/2022]
Abstract
BACKGROUND Gene expression in circulating tumor cells (CTCs) can be used as a predictive liquid biopsy test in metastatic castration-resistant prostate cancer (mCRPC). We developed a novel 6-plex reverse transcription droplet digital PCR (RT-ddPCR) assay for the absolute quantification of 4 prostate cancer biomarkers, a reference gene, and a synthetic DNA external control (DNA-EC) in CTCs isolated from mCRPC patients. METHODS A novel 6-plex RT-ddPCR assay was developed for the simultaneous absolute quantification of AR-FL, AR-V7, PSA, and PSMA, HPRT (used as a reference gene), and a synthetic DNA-EC that was included for quality control. The assay was optimized and analytically validated using DNA synthetic standards for each transcript as positive controls. Epithelial cellular adhesion molecule (EpCAM)-positive CTC fractions isolated from 90 mCRPC patients and 11 healthy male donors were analyzed, and results were directly compared with reverse transcription quantitative PCR (RT-qPCR) for all markers in all samples. RESULTS Linear dynamic range, limit of detection, limit of quantification, intra- and interassay precision, and analytical specificity were determined for each marker. Application of the assay in EpCAM-positive CTC showed positivity for AR-FL (71/90; 78.9%), AR-V7 (28/90; 31.1%), PSA (41/90; 45.6%), PSMA (38/90; 42.2%), and HPRT (90/90; 100%); DNA-EC concentration was constant across all samples. Direct comparison with RT-qPCR for the same markers in the same samples revealed RT-ddPCR to have superior diagnostic sensitivity. CONCLUSIONS Our 6-plex RT-ddPCR assay was highly sensitive, specific, and reproducible, and enabled simultaneous and absolute quantification of 5 gene transcripts in minute amounts of CTC-derived cDNA. Application of this assay in clinical samples gave diagnostic sensitivity and specificity comparable to, or better than, RT-qPCR.
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Affiliation(s)
- Martha Zavridou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
| | - Stavroula Smilkou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
| | - Victoria Tserpeli
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
| | - Aggeliki Sfika
- Oncology Unit, 2nd Department of Surgery, Aretaieio Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Evangelos Bournakis
- Oncology Unit, 2nd Department of Surgery, Aretaieio Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Areti Strati
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
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Strati A, Zavridou M, Kallergi G, Politaki E, Kuske A, Gorges TM, Riethdorf S, Joosse SA, Koch C, Bohnen AL, Mueller V, Koutsodontis G, Kontopodis E, Poulakaki N, Psyrri A, Mavroudis D, Georgoulias V, Pantel K, Lianidou ES. A Comprehensive Molecular Analysis of in Vivo Isolated EpCAM-Positive Circulating Tumor Cells in Breast Cancer. Clin Chem 2021; 67:1395-1405. [PMID: 34322698 DOI: 10.1093/clinchem/hvab099] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 05/13/2021] [Indexed: 11/12/2022]
Abstract
BACKGROUND Circulating tumor cell (CTC) analysis is highly promising for liquid biopsy-based molecular diagnostics. We undertook a comprehensive molecular analysis of in vivo isolated CTCs in breast cancer (BrCa). METHODS In vivo isolated CTCs from 42 patients with early and 23 patients with metastatic breast cancer (MBC) were prospectively collected and analyzed for gene expression, DNA mutations, and DNA methylation before and after treatment. 19 healthy donor (HD) samples were analyzed as a control group. In identical blood draws, CTCs were enumerated using CellSearch® and characterized by direct IF staining. RESULTS All 19 HD samples were negative for CK8, CK18, CK19, ERBB2, TWIST1, VEGF, ESR1, PR, and EGFR expression, while CD44, CD24, ALDH1, VIM, and CDH2 expression was normalized to B2M (reference gene). At least one gene was expressed in 23/42 (54.8%) and 8/13 (61.5%) CTCs in early BrCa before and after therapy, and in 20/23 (87.0%) and 5/7 (71.4%) MBC before and after the first cycle of therapy. PIK3CA mutations were detected in 11/42 (26.2%) and 3/13 (23.1%) in vivo isolated CTCs in early BrCa before and after therapy, and in 11/23 (47.8%) and 2/7 (28.6%) MBC, respectively. ESR1 methylation was detected in 5/32 (15.7%) and 1/10 (10.0%) CTCs in early BrCa before and after therapy, and in 3/15(20.0%) MBC before the first line of therapy. The comprehensive molecular analysis of CTC revealed a higher sensitivity in relation to CellSearch or IF staining when based on creatine kinase selection. CONCLUSIONS In vivo-CTC isolation in combination with a comprehensive molecular analysis at the gene expression, DNA mutation, and DNA methylation level comprises a highly powerful approach for molecular diagnostic applications using CTCs.
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Affiliation(s)
- Areti Strati
- Department of Chemistry, Analysis of Circulating Tumor Cells Laboratory, University of Athens, Greece
| | - Martha Zavridou
- Department of Chemistry, Analysis of Circulating Tumor Cells Laboratory, University of Athens, Greece
| | - Galatea Kallergi
- Laboratory of Τumor Cell Biology, School of Medicine, University of Crete, Heraklion, Crete, Greece.,Division of Genetics, Cell, and Developmental Biology, Department of Biology, University of Patras, Patras, Greece
| | - Eleni Politaki
- Laboratory of Τumor Cell Biology, School of Medicine, University of Crete, Heraklion, Crete, Greece
| | - Andra Kuske
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tobias M Gorges
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Sabine Riethdorf
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Simon A Joosse
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Claudia Koch
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Anna-Lena Bohnen
- Department of Gynecology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Volkmar Mueller
- Department of Gynecology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - George Koutsodontis
- Oncology Unit, Second Department of Internal Medicine, Attikon University Hospital, Haidari, Greece
| | - Emmanouil Kontopodis
- Department of Medical Oncology, University General Hospital of Heraklion, Crete, Greece
| | | | - Amanda Psyrri
- Oncology Unit, Second Department of Internal Medicine, Attikon University Hospital, Haidari, Greece
| | - Dimitris Mavroudis
- Laboratory of Τumor Cell Biology, School of Medicine, University of Crete, Heraklion, Crete, Greece.,Department of Medical Oncology, University General Hospital of Heraklion, Crete, Greece
| | - Vasilis Georgoulias
- Laboratory of Τumor Cell Biology, School of Medicine, University of Crete, Heraklion, Crete, Greece
| | - Klaus Pantel
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Evi S Lianidou
- Department of Chemistry, Analysis of Circulating Tumor Cells Laboratory, University of Athens, Greece
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9
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Economopoulou P, Kladi-Skandali A, Strati A, Koytsodontis G, Kirodimos E, Giotakis E, Maragoudakis P, Gagari E, Maratou E, Dimitriadis G, Kotsantis I, Vagia E, Anastasiou M, Gkotzamanidou M, Kavourakis G, Lianidou E, Psyrri A. Prognostic impact of indoleamine 2,3-dioxygenase 1 (IDO1) mRNA expression on circulating tumour cells of patients with head and neck squamous cell carcinoma. ESMO Open 2021; 5:e000646. [PMID: 32414944 PMCID: PMC7232623 DOI: 10.1136/esmoopen-2019-000646] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2019] [Revised: 01/07/2020] [Accepted: 01/10/2020] [Indexed: 01/07/2023] Open
Abstract
Background We sought to determine the prognostic role of indoleamine 2,3-dioxygenase 1 (IDO1) by evaluating IDO1 expression in circulating tumour cells (CTCs) at baseline and after completion of chemoradiotherapy in patients with locally advanced (LA) head and neck squamous cell carcinoma (HNSCC) treated with curative intent. Methods In a prospective cohort of 113 patients with LA HNSCC, we evaluated expression of IDO1 in the EpCAM+ CTC fraction at baseline and after cisplatin chemoradiation. The prognostic value of combined programmed cell death ligand-1 (PDL-1) and IDO1 expression was assessed. Results IDO1 was significantly overexpressed at baseline compared with the post-treatment counterparts (p=0.007). IDO1 messenger RNA (mRNA) expression at baseline was associated with better survival in terms of progression-free survival (PFS) (HR=0.19, p=0.017). Post-treatment IDO1 mRNA levels were correlated with unfavourable prognosis in terms of overall survival (OS) (HR=3.27, p=0.008). Patients with combined decreased expression levels of PDL-1 and IDO1 after treatment exhibited superior PFS (p=0.043) and OS (p=0.021). Conclusions Our results strongly suggest that IDO1 mRNA expression is an independent prognostic factor for clinical outcome. Our study provides useful information for future trials combining chemoradiation with immune checkpoint inhibitors and IDO1 inhibitors.
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Affiliation(s)
- Panagiota Economopoulou
- Second Department of Internal Medicine, Section of Medical Oncology, Attikon University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Athina Kladi-Skandali
- Second Department of Internal Medicine, Section of Medical Oncology, Attikon University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Areti Strati
- Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
| | - George Koytsodontis
- Second Department of Internal Medicine, Section of Medical Oncology, Attikon University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Efthymios Kirodimos
- Department of Otolaryngology-Head and Neck Surgery, Hippokration General Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Evangelos Giotakis
- Department of Otorhinolaryngology, Facial Plastic and Reconstructive Surgery, Städtisches Klinikum, Karlsruhe, Germany
| | - Pavlos Maragoudakis
- Second Otolaryngology Department, Attikon University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Eleni Gagari
- Oral Medicine Clinics, A. Syggros Hospital of Dermatologic and Venereal Diseases, National and Kapodistrian University of Athens, Athens, Greece
| | - Eirini Maratou
- Hellenic National Center for the Research, Prevention and Treatment of Diabetes Mellitus and its Complications (H.N.D.C), Athens, Greece
| | - George Dimitriadis
- Second Department of Internal Medicine and Research Institute, Faculty of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Ioannis Kotsantis
- Second Department of Internal Medicine, Section of Medical Oncology, Attikon University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Elena Vagia
- Second Department of Internal Medicine, Section of Medical Oncology, Attikon University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Maria Anastasiou
- Second Department of Internal Medicine, Section of Medical Oncology, Attikon University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Maria Gkotzamanidou
- Second Department of Internal Medicine, Section of Medical Oncology, Attikon University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - George Kavourakis
- Second Department of Internal Medicine, Section of Medical Oncology, Attikon University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Evi Lianidou
- Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
| | - Amanda Psyrri
- Second Department of Internal Medicine, Section of Medical Oncology, Attikon University Hospital, National and Kapodistrian University of Athens, Athens, Greece.
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10
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Ntzifa A, Strati A, Koliou GA, Zagouri F, Pectasides D, Pentheroudakis G, Christodoulou C, Gogas H, Magkou C, Petraki C, Kosmidis P, Aravantinos G, Kotoula V, Fountzilas G, Lianidou E. Androgen Receptor and PIM1 Expression in Tumor Tissue of Patients With Triple-negative Breast Cancer. Cancer Genomics Proteomics 2021; 18:147-156. [PMID: 33608311 DOI: 10.21873/cgp.20249] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 01/11/2021] [Accepted: 01/13/2021] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND/AIM Effective targeted therapies for triple-negative breast cancer (TNBC) are limited. In a subset of TNBC, androgen receptor (AR) plays an important role, while the human proviral integration site for Moloney murine leukemia virus-1 (PIM1) overexpression is also implicated. PIM1 kinases phosphorylate AR, thus regulating its transcriptional activity, regardless of the presence or not of androgens. We evaluated the expression of AR and PIM1 and their prognostic significance in TNBC. MATERIALS AND METHODS AR and PIM1 transcripts were quantified by quantitative reverse transcription polymerase chain reaction in formalin-fixed paraffin-embedded tumor from 141 patients with TNBC. RESULTS AR was expressed in 38.3%, PIM1 in 10.6%, while co-expression of AR and PIM1 was detected in 7/141 cases (5.0%). No prognostic significance of AR or PIM1 was reached for overall or disease-free survival. CONCLUSION Co-expression of AR and PIM1 exists in only in a small percentage of patients with TNBC. The implications of this finding in the therapeutic management of patients with TNBC should be investigated in larger patient cohorts.
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Affiliation(s)
- Aliki Ntzifa
- Analysis of Circulating Tumor Cells Laboratory, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Areti Strati
- Analysis of Circulating Tumor Cells Laboratory, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | | | - Flora Zagouri
- Department of Clinical Therapeutics, Alexandra Hospital, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
| | - Dimitrios Pectasides
- Oncology Section, Second Department of Internal Medicine, Hippokration Hospital, Athens, Greece
| | - George Pentheroudakis
- Department of Medical Oncology, Medical School, University of Ioannina, Ioannina, Greece.,Society for Study of Clonal Heterogeneity of Neoplasia (EMEKEN), Ioannina, Greece
| | | | - Helen Gogas
- First Department of Medicine, Laiko General Hospital, National and Kapodistrian University of Athens School of Medicine, Athens, Greece
| | | | | | - Paris Kosmidis
- Second Department of Medical Oncology, Hygeia Hospital, Athens, Greece
| | - Gerasimos Aravantinos
- Second Department of Medical Oncology, Agii Anargiri Cancer Hospital, Athens, Greece
| | - Vassiliki Kotoula
- Department of Pathology, Aristotle University of Thessaloniki, School of Health Sciences, Faculty of Medicine, Thessaloniki, Greece.,Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - George Fountzilas
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research/Aristotle University of Thessaloniki, Thessaloniki, Greece.,Aristotle University of Thessaloniki, Thessaloniki, Greece.,German Oncology Center, Limassol, Cyprus
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells Laboratory, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece;
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11
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Ntzifa A, Strati A, Kallergi G, Kotsakis A, Georgoulias V, Lianidou E. Gene expression in circulating tumor cells reveals a dynamic role of EMT and PD-L1 during osimertinib treatment in NSCLC patients. Sci Rep 2021; 11:2313. [PMID: 33504904 PMCID: PMC7840727 DOI: 10.1038/s41598-021-82068-9] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Accepted: 12/31/2020] [Indexed: 12/14/2022] Open
Abstract
Liquid biopsy is a tool to unveil resistance mechanisms in NSCLC. We studied changes in gene expression in CTC-enriched fractions of EGFR-mutant NSCLC patients under osimertinib. Peripheral blood from 30 NSCLC patients before, after 1 cycle of osimertinib and at progression of disease (PD) was analyzed by size-based CTC enrichment combined with RT-qPCR for gene expression of epithelial (CK-8, CK-18, CK-19), mesenchymal/EMT (VIM, TWIST-1, AXL), stem cell (ALDH-1) markers, PD-L1 and PIM-1. CTCs were also analyzed by triple immunofluorescence for 45 identical blood samples. Epithelial and stem cell profile (p = 0.043) and mesenchymal/EMT and stem cell profile (p = 0.014) at PD were correlated. There was a strong positive correlation of VIM expression with PIM-1 expression at baseline and increased PD-L1 expression levels at PD. AXL overexpression varied among patients and high levels of PIM-1 transcripts were detected. PD-L1 expression was significantly increased at PD compared to baseline (p = 0.016). The high prevalence of VIM positive CTCs suggest a dynamic role of EMT during osimertinib treatment, while increased expression of PD-L1 at PD suggests a theoretical background for immunotherapy in EGFR-mutant NSCLC patients that develop resistance to osimertinib. This observation merits to be further evaluated in a prospective immunotherapy trial.
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Affiliation(s)
- Aliki Ntzifa
- grid.5216.00000 0001 2155 0800Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - Areti Strati
- grid.5216.00000 0001 2155 0800Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - Galatea Kallergi
- grid.11047.330000 0004 0576 5395Division of Genetics, Cell and Developmental Biology, Department of Biology, University of Patras, Patras, Greece
| | - Athanasios Kotsakis
- grid.411299.6Department of Medical Oncology, General University Hospital of Larissa, Larissa, Greece
| | | | - Evi Lianidou
- grid.5216.00000 0001 2155 0800Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, 15771 Athens, Greece
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12
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Strati A, Zavridou M, Economopoulou P, Gkolfinopoulos S, Psyrri A, Lianidou E. Development and Analytical Validation of a Reverse Transcription Droplet Digital PCR (RT-ddPCR) Assay for PD-L1 Transcripts in Circulating Tumor Cells. Clin Chem 2021; 67:642-652. [PMID: 33421061 DOI: 10.1093/clinchem/hvaa321] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 11/09/2020] [Indexed: 01/03/2023]
Abstract
BACKGROUND PD-L1, an immune checkpoint protein, is an important biomarker for monitoring cancer patients during the administration of cancer immunotherapy. Droplet digital PCR (ddPCR), is a highly sensitive and accurate tool for the quantification of cancer biomarkers in liquid biopsy. We report the development and analytical validation of a novel duplex RT-ddPCR assay for the simultaneous quantification of PD-L1 and hypoxanthine phosphoribosyltransferase (HPRT) (used as reference gene) transcripts in circulating tumor cells (CTCs). METHODS RT-ddPCR experimental conditions were first optimized and the assay was analytically validated using synthetic standards and the BB49 and SCC47 cancer cell lines. The developed assay was further applied in 71 peripheral blood (PB) samples from head and neck squamous cell carcinoma (HNSCC) patients and 20 PB samples from healthy donors. PD-L1 and HPRT transcripts were quantified in cDNAs derived from CTCs isolated by a size-dependent microfluidic device. The developed RT-ddPCR assay was directly compared to RT-qPCR using 71 identical patient cDNA samples. RESULTS Analytical sensitivity was 0.64 copies/μL, while estimation of intra- and interassay variation revealed a high reproducibility (within-run CV%:4.7-23%; between-run CV%:13%). Using the developed RT-ddPCR assay 33/71(46.5%) HNSCC patients' samples were found positive for PD-L1 expression in CTCs, while by using RT-qPCR fewer samples (23/71, 32.4%) were positive (concordance: 55/71, 77.5%). CONCLUSIONS The developed RT-ddPCR assay for PD-L1 in CTCs is highly sensitive, specific, and reproducible; additionally, it offers improved diagnostic sensitivity over RT-qPCR. The clinical utility of the assay should be prospectively evaluated for the real-time monitoring of CTCs of cancer patients under immunotherapy.
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Affiliation(s)
- Areti Strati
- Department of Chemistry, Analysis of Circulating Tumor Cells Lab, National and Kapodistrian University of Athens, Athens, Greece
| | - Martha Zavridou
- Department of Chemistry, Analysis of Circulating Tumor Cells Lab, National and Kapodistrian University of Athens, Athens, Greece
| | - Panagiota Economopoulou
- Oncology Unit, 2nd Department of Internal Medicine-Propaedeutic, Attikon University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Stavros Gkolfinopoulos
- Oncology Unit, 2nd Department of Internal Medicine-Propaedeutic, Attikon University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Amanda Psyrri
- Oncology Unit, 2nd Department of Internal Medicine-Propaedeutic, Attikon University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Evi Lianidou
- Department of Chemistry, Analysis of Circulating Tumor Cells Lab, National and Kapodistrian University of Athens, Athens, Greece
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13
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Psarra K, del Zotto G, Fleva A, Strati A, Tzanoudaki M, Bella SD. Summer School in Flow Cytometry for Immunology: Report From a Successful ESCCA Experience. EJIFCC 2019; 30:438-451. [PMID: 31832055 PMCID: PMC6893895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- Katherina Psarra
- Immunology - Histocompatibility Department, Evangelismos Hospital, Athens, Greece,Corresponding author: Katherina Psarra Immunology- Histocompatibility Department Evangelismos Hospital Athens Greece E-mail:
| | - Genny del Zotto
- Department of Research and Diagnostics, IRCCS Istituto Giannina Gaslini, Genova, Italy
| | - Alexandra Fleva
- Immunology - Histocompatibility Department, Papageorgiou General Hospital, Athens, Greece
| | - Areti Strati
- Analysis of Circulating Tumor Cells Laboratory, Department of Chemistry, National and Kapodistrian University of Athens, Greece
| | - Marianna Tzanoudaki
- Immunology - Histocompatibility Department, Children’s Hospital “Aghia Sophia”, Athens, Greece
| | - Silvia Della Bella
- Department of Medical Biotechnologies and Translational Medicine, University of Milan, Area Pieve, Istituto Clinico Humanitas, IRCCS Humanitas Clinical and Research Center, Rozzano, Milan, Italy
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14
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Strati A, Nikolaou M, Georgoulias V, Lianidou ES. Prognostic Significance of TWIST1, CD24, CD44, and ALDH1 Transcript Quantification in EpCAM-Positive Circulating Tumor Cells from Early Stage Breast Cancer Patients. Cells 2019; 8:cells8070652. [PMID: 31261917 PMCID: PMC6679222 DOI: 10.3390/cells8070652] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 06/26/2019] [Accepted: 06/28/2019] [Indexed: 12/15/2022] Open
Abstract
(1) Background: The aim of the study was to evaluate the prognostic significance of EMT-associated (TWIST1) and stem-cell (SC) transcript (CD24, CD44, ALDH1) quantification in EpCAM+ circulating tumor cells (CTCs) of early breast cancer patients. (2) Methods: 100 early stage breast cancer patients and 19 healthy donors were enrolled in the study. CD24, CD44, and ALDH1 transcripts of EpCAM+ cells were quantified using a novel highly sensitive and specific quadraplex RT-qPCR, while TWIST1 transcripts were quantified by single RT-qPCR. All patients were followed up for more than 5 years. (3) Results: A significant positive correlation between overexpression of TWIST1 and CD24−/low/CD44high profile was found. Kaplan–Meier analysis revealed that the ER/PR-negative (HR-) patients and those patients with more than 3 positive lymph nodes that overexpressed TWIST1 in EpCAM+ cells had a significant lower DFI (log rank test; p < 0.001, p < 0.001) and OS (log rank test; p = 0.006, p < 0.001). Univariate and multivariate analysis also revealed the prognostic value of TWIST1 overexpression and CD24−/low/CD44high and CD24−/low/ALDH1high profile for both DFI and OS. (4) Conclusions: Detection of TWIST1 overexpression and stem-cell (CD24, CD44, ALDH1) transcripts in EpCAM+ CTCs provides prognostic information in early stage breast cancer patients.
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Affiliation(s)
- Areti Strati
- Analysis of Circulating Tumor Cells Lab, Department of Chemistry, University of Athens, 15771 Athens, Greece
| | - Michail Nikolaou
- Medical Oncology Unit, "Elena Venizelou" Hospital, 11521 Athens, Greece
| | | | - Evi S Lianidou
- Analysis of Circulating Tumor Cells Lab, Department of Chemistry, University of Athens, 15771 Athens, Greece.
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15
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Economopoulou P, Koutsodontis G, Strati A, Kirodimos E, Giotakis E, Maragoudakis P, Prikas C, Papadimitriou N, Perisanidis C, Gagari E, Kotsantis I, Vagia E, Anastasiou M, Gkotzamanidou M, Kavourakis G, Lianidou E, Psyrri A. Surrogates of immunologic cell death (ICD) and chemoradiotherapy outcomes in head and neck squamous cell carcinoma (HNSCC). Oral Oncol 2019; 94:93-100. [PMID: 31178219 DOI: 10.1016/j.oraloncology.2019.05.019] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Revised: 04/23/2019] [Accepted: 05/21/2019] [Indexed: 02/06/2023]
Abstract
OBJECTIVES Chemoradiation can induce immunogenic (ICD) or tolerogenic cell death. ICD relies on the generation of damage-associated molecular patterns which can stimulate toll-like receptors (TLRs). We sought to determine whether we can predict responses to chemoradiation by measuring surrogate biomarkers of ICD in a cohort of patients with locally advanced (LA) head and neck squamous cell carcinoma (HNSCC). MATERIALS AND METHODS In a cohort of 113 LA HNSCC pts we evaluated expression of TLR4, TLR7 and TLR9 in the EpCAM + circulating tumor cell (CTC) fraction at baseline and after cisplatin chemoradiation. We also quantified changes in chemokines CXCL10, CXCL16 and IL-2R in the serum. RESULTS Seventy three patients had evaluable specimens. Among cases with biomarker assessment at baseline and post treatment, 36.8% had an increase in CXCL10 levels (p = 0.022), 73.7% had an increase in CXCL16 levels (p = 0.002) and 63.8% had an increase in IL2Ra levels (p = 0.032) with treatment. 52.0% of evaluable cases at baseline and post-treatment had an increase in TLR4 levels (p = 0.996), 42.9% had an increase in TLR7 levels (p = 0.042) and 27.7% had increase in TLR9 levels (p = 0.011) with treatment. CXCL10 levels at baseline were significantly associated with PFS and OS (p = 0.010 and p = 0.032, respectively). CONCLUSIONS Our results suggest that chemoradiation leads to quantifiable effects in surrogate markers of ICD. These effects may inform trials combining chemoradiation with immune checkpoint inhibitors. In addition, CXCL10 has prognostic effect in pts treated with chemoradiation.
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Affiliation(s)
- Panagiota Economopoulou
- Section of Medical Oncology, Department of Internal Medicine, Faculty of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, 1st Rimini St, 12462, Haidari, Athens, Greece
| | - George Koutsodontis
- Section of Medical Oncology, Department of Internal Medicine, Faculty of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, 1st Rimini St, 12462, Haidari, Athens, Greece
| | - Areti Strati
- Department of Chemistry, National and Kapodistrian University of Athens, Panepistimioupoli, Zografou 15772, Athens, Greece
| | - Efthymios Kirodimos
- Department of Otolaryngology-Head and Neck Surgery, Hippokration General Hospital, University of Athens, 114 Vasilissis Sofias Ave, 11527 Athens, Greece
| | - Evangelos Giotakis
- Department of Otorhinolaryngology, Facial Plastic and Reconstructive Surgery, Städtisches Klinikum Karlsruhe, Moltkestraße 90, 76133 Karlsruhe, Germany
| | - Pavlos Maragoudakis
- 2nd Otolaryngology Department, Attikon University Hospital, 1st Rimini St, 12462, Haidari, Athens, Greece
| | - Constantine Prikas
- 2nd Otolaryngology Department, Attikon University Hospital, 1st Rimini St, 12462, Haidari, Athens, Greece
| | - Nikolaos Papadimitriou
- 2nd Otolaryngology Department, Attikon University Hospital, 1st Rimini St, 12462, Haidari, Athens, Greece
| | - Christos Perisanidis
- Department of Maxillofacial and Oral Surgery, Medical University of Vienna, Vienna, Austria
| | - Eleni Gagari
- Oral Medicine Clinics, A. Syggros Hospital of Dermatologic and Venereal Diseases, Department of Dermatology, School of Medicine, University of Athens, Greece, 5th I. Dragoumi St, 16121 Athens, Greece
| | - Ioannis Kotsantis
- Section of Medical Oncology, Department of Internal Medicine, Faculty of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, 1st Rimini St, 12462, Haidari, Athens, Greece
| | - Elena Vagia
- Section of Medical Oncology, Department of Internal Medicine, Faculty of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, 1st Rimini St, 12462, Haidari, Athens, Greece
| | - Maria Anastasiou
- Section of Medical Oncology, Department of Internal Medicine, Faculty of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, 1st Rimini St, 12462, Haidari, Athens, Greece
| | - Maria Gkotzamanidou
- Section of Medical Oncology, Department of Internal Medicine, Faculty of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, 1st Rimini St, 12462, Haidari, Athens, Greece
| | - George Kavourakis
- Section of Medical Oncology, Department of Internal Medicine, Faculty of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, 1st Rimini St, 12462, Haidari, Athens, Greece
| | - Evi Lianidou
- Department of Chemistry, National and Kapodistrian University of Athens, Panepistimioupoli, Zografou 15772, Athens, Greece
| | - Amanda Psyrri
- Section of Medical Oncology, Department of Internal Medicine, Faculty of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, 1st Rimini St, 12462, Haidari, Athens, Greece.
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16
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Economopoulou P, Koutsodontis G, Avgeris M, Strati A, Kroupis C, Pateras I, Kirodimos E, Giotakis E, Kotsantis I, Maragoudakis P, Gorgoulis V, Scorilas A, Lianidou E, Psyrri A. HPV16 E6/E7 expression in circulating tumor cells in oropharyngeal squamous cell cancers: A pilot study. PLoS One 2019; 14:e0215984. [PMID: 31071126 PMCID: PMC6508656 DOI: 10.1371/journal.pone.0215984] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2018] [Accepted: 04/11/2019] [Indexed: 11/18/2022] Open
Abstract
Objectives Human papillomavirus-related oropharyngeal squamous cell carcinoma (HPV+ OPSCC) is increasing in incidence. Although HPV+ OPSCC has favorable prognosis, 10 to 25% of HPV+ OPSCCs eventually recur. We sought to evaluate the feasibility of detection of HPV16 E6/E7 expression in Circulating Tumor Cells (CTCs) and its utility as a prognostic tool in HPV16-associated OPSCC. Materials and methods We developed a highly sensitive RT-qPCR assay for HPV mRNA expression in EpCAM(+) CTCs. In 22 patients with early stage and locally advanced OPSCC we evaluated HPV16 E6/E7 expression in the EpCAM(+) CTC fraction at baseline and at the end of concurrent chemoradiotherapy. HPV status in pre-therapy formalin-fixed paraffin-embedded (FFPE) tumor biopsies was assessed by p16 immunohistochemistry and polymerase chain reaction (PCR) and double positives were subjected to Real-time qPCR assay for detection of HPV16, 18 and 31 types. Results Fourteen of 22 OPSCC (63.6%) were HPV DNA+/p16+. Among HPV+/p16+ patients, 10 patients (71.4%) were HPV16 DNA+. HPV16 E6/E7(+) CTCs were detected in 3 of 10 patients (30%) at baseline and 4 of 9 patients (44.4%) at the end-of-treatment, all of which were p16+/HPV16 DNA+. Survival analysis showed a significantly higher risk for disease relapse (p = 0.001) and death (p = 0.005) in patients with HPV16 E6/E7(+) baseline CTCs. Conclusion Detection of HPV E6/E7(+) CTCs might be a useful noninvasive test in liquid biopsy samples for determination of a clinically relevant HPV infection in HPV+ OPSCC. Combined interpretation of HPV E6/E7(+) CTCs with UICC staging data may lead to alteration of risk definition of patient subsets, with improved risk discrimination in early-stage disease.
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Affiliation(s)
- Panagiota Economopoulou
- Section of Medical Oncology, Department of Internal Medicine, Faculty of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, Haidari, Athens, Greece
| | - George Koutsodontis
- Section of Medical Oncology, Department of Internal Medicine, Faculty of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, Haidari, Athens, Greece
| | - Margaritis Avgeris
- Department of Biochemistry and Molecular Biology, Faculty of Biology, National and Kapodistrian University of Athens, Panepistimioupoli, Zografou, Athens, Greece
| | - Areti Strati
- Department of Chemistry, National and Kapodistrian University of Athens, Panepistimioupoli, Zografou, Athens, Greece
| | - Christos Kroupis
- Department of Clinical Biochemistry, School of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, Haidari, Athens, Greece
| | - Ioannis Pateras
- Molecular Carcinogenesis Group, Department of Histology and Embryology, School of Medicine, National and Kapodistrian University of Athens, Goudi, Athens, Greece
| | - Euthymios Kirodimos
- Department of Otolaryngology-Head and Neck Surgery, Hippokration General Hospital, University of Athens, Athens, Greece
| | - Evangelos Giotakis
- Department of Otorhinolaryngology, Facial Plastic and Reconstructive Surgery, Städtisches Klinikum Karlsruhe, Karlsruhe, Germany
| | - Ioannis Kotsantis
- Section of Medical Oncology, Department of Internal Medicine, Faculty of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, Haidari, Athens, Greece
| | - Pavlos Maragoudakis
- 2nd Otolaryngology Department, Attikon University Hospital, Haidari, Athens, Greece
| | - Vassilis Gorgoulis
- Molecular Carcinogenesis Group, Department of Histology and Embryology, School of Medicine, National and Kapodistrian University of Athens, Goudi, Athens, Greece
| | - Andreas Scorilas
- Department of Biochemistry and Molecular Biology, Faculty of Biology, National and Kapodistrian University of Athens, Panepistimioupoli, Zografou, Athens, Greece
| | - Evi Lianidou
- Department of Chemistry, National and Kapodistrian University of Athens, Panepistimioupoli, Zografou, Athens, Greece
| | - Amanda Psyrri
- Section of Medical Oncology, Department of Internal Medicine, Faculty of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, Haidari, Athens, Greece
- * E-mail:
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Parisi C, Markou A, Strati A, Kasimir-Bauer S, Lianidou ES. Development and Validation of Multiplex Liquid Bead Array Assay for the Simultaneous Expression of 14 Genes in Circulating Tumor Cells. Anal Chem 2019; 91:3443-3451. [PMID: 30663875 DOI: 10.1021/acs.analchem.8b04975] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Liquid biopsy, based on the molecular information extracted from circulating tumor cells (CTCs) and circulating tumor DNA (ctDNA), offers the possibility to characterize the evolution of a solid tumor in real time and is highly important for diagnostic and therapeutic purposes. The aim of the present study was the development and validation of a novel liquid bead array methodology for the molecular characterization of CTCs and its application in breast cancer. In the present study we developed and evaluated a multiplex polymerase chain reaction (PCR)-coupled liquid bead array (MLBA) assay for studying simultaneously the expression of 14 genes in CTCs. The 14-gene MLBA assay is characterized by high analytical specificity, sensitivity, and reproducibility. The analytical performance of the 14-gene MLBA assay was compared with a commercially available test (AdnaTest BreastCancer, Qiagen, Germany) and our previously described multiplex quantitative reverse transcription PCR (RT-qPCR) assays. The developed assay has the potential to be further expanded in order to include up to 100 gene targets. The assay is highly specific for each target gene and is not affected by the numerous primers and probes used for multiplexing; hence, it constitutes a sample-, cost-, and time-saving analysis.
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Affiliation(s)
- Cleo Parisi
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry , University of Athens , Athens 15771 , Greece
| | - Athina Markou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry , University of Athens , Athens 15771 , Greece
| | - Areti Strati
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry , University of Athens , Athens 15771 , Greece
| | - Sabine Kasimir-Bauer
- Department of Gynecology and Obstetrics , University Hospital of Essen, University of Duisburg-Essen , D-45122 Essen , Germany
| | - Evi S Lianidou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry , University of Athens , Athens 15771 , Greece
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Strati A, Zavridou M, Bournakis E, Mastoraki S, Lianidou E. Expression pattern of androgen receptors, AR-V7 and AR-567es, in circulating tumor cells and paired plasma-derived extracellular vesicles in metastatic castration resistant prostate cancer. Analyst 2019; 144:6671-6680. [DOI: 10.1039/c9an00999j] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Androgen-receptor splice variant 7 (AR-V7) is a highly promising liquid biopsy predictive biomarker showing primary or acquired resistance to novel androgen receptor signaling inhibitors in metastatic castration resistant prostate cancer (mCRPC).
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Affiliation(s)
- Areti Strati
- Analysis of Circulating Tumor Cells Laboratory
- Department of Chemistry
- National and Kapodistrian University of Athens
- Greece
| | - Martha Zavridou
- Analysis of Circulating Tumor Cells Laboratory
- Department of Chemistry
- National and Kapodistrian University of Athens
- Greece
| | - Evangelos Bournakis
- Oncology Unit
- 2nd Department of Surgery
- Aretaieio Hospital
- Medical School
- National and Kapodistrian University of Athens
| | - Sophia Mastoraki
- Analysis of Circulating Tumor Cells Laboratory
- Department of Chemistry
- National and Kapodistrian University of Athens
- Greece
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells Laboratory
- Department of Chemistry
- National and Kapodistrian University of Athens
- Greece
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Zavridou M, Mastoraki S, Strati A, Tzanikou E, Chimonidou M, Lianidou E. Evaluation of Preanalytical Conditions and Implementation of Quality Control Steps for Reliable Gene Expression and DNA Methylation Analyses in Liquid Biopsies. Clin Chem 2018; 64:1522-1533. [DOI: 10.1373/clinchem.2018.292318] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2018] [Accepted: 06/28/2018] [Indexed: 01/09/2023]
Abstract
Abstract
BACKGROUND
Liquid biopsy provides important information for the prognosis and treatment of cancer patients. In this study, we evaluated the effects of preanalytical conditions on gene expression and DNA methylation analyses in liquid biopsies.
METHODS
We tested the stability of circulating tumor cell (CTC) messenger RNA by spiking MCF-7 cells in healthy donor peripheral blood (PB) drawn into 6 collection-tube types with various storage conditions. CTCs were enriched based on epithelial cell adhesion molecule positivity, and RNA was isolated followed by cDNA synthesis. Gene expression was quantified using RT-quantitative PCR for CK19 and B2M. We evaluated the stability of DNA methylation in plasma under different storage conditions by spiking DNA isolated from MCF-7 cells in healthy donor plasma. Two commercially available sodium bisulfite (SB)-conversion kits were compared, in combination with whole genome amplification (WGA), to evaluate the stability of SB-converted DNA. SB-converted DNA samples were analyzed by real-time methylation-specific PCR (MSP) for ACTB, SOX17, and BRMS1. Quality control was assessed using Levey–Jennings graphs.
RESULTS
RNA-based analysis in CTCs is severely impeded by the preservatives used in many PB collection tubes (except for EDTA), as well as by time to analysis. Plasma and SB-converted DNA samples are stable and can be used safely for MSP when kept at −80 °C. Downstream WGA of SB-converted DNA compensated for the limited amount of available sample in liquid biopsies.
CONCLUSIONS
Standardization of preanalytical conditions and implementation of quality control steps is extremely important for reliable liquid biopsy analysis, and a prerequisite for routine applications in the clinic.
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Affiliation(s)
- Martha Zavridou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Sofia Mastoraki
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Areti Strati
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Eleni Tzanikou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Maria Chimonidou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
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20
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Koutsodontis G, Papaxoinis G, Kotsantis I, Economopoulou P, Strati A, Avgerinou C, Spathas N, Kirodimos E, Tsavaris O, Maratou E, Hoxhallari L, Anastasiou M, Prevezanou M, Lianidou E, Psyrri A. Surrogates of immunologic cell death (ICD) and chemoradiotherapy outcomes in head and neck squamous cell carcinoma (HNSCC). Ann Oncol 2018. [DOI: 10.1093/annonc/mdy287.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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21
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Mastoraki S, Strati A, Tzanikou E, Chimonidou M, Politaki E, Voutsina A, Psyrri A, Georgoulias V, Lianidou ES. Abstract 4577: ESR1 methylation: A liquid biopsy-based epigenetic assay for the follow up of patients with metastatic breast cancer receiving endocrine treatment. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-4577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Liquid biopsy provides real-time monitoring of tumor evolution and response to therapy through analysis of CTCs and plasma-ctDNA. ESR1 epigenetic silencing potentially affects response to endocrine treatment. We evaluated ESR1 methylation in CTCs and paired plasma-ctDNA. We evaluated ESR1 methylation in CTCs and paired plasma-ctDNA as a potential biomarker for response to everolimus/exemestane treatment. Materials and methods: A highly sensitive and specific real-time MSP assay for ESR1 methylation was developed and validated in: a) 65 primary breast tumors (FFPEs), b) EpCAM+ CTC-fractions (122 patients and 30 healthy donors; HD), c) plasma-ctDNA (108 patients and 30HD), d) in CTCs (CellSearch®) and in paired plasma-ctDNA for 58 BrCa patients. ESR1 methylation status was investigated in CTCs isolated from serial peripheral blood samples of 19 patients with ER+/ HER2- advanced BrCa receiving everolimus/exemestane. Results: ESR1 methylation was detected in: a) 25/65(38.5%) FFPEs, b) EpCAM+ CTC-fractions: 26/112(23.3%) patients and 1/30(3.3%) HD, c) plasma-ctDNA: 8/108(7.4%) patients and 1/30(3.3%) HD. ESR1 methylation was highly concordant in 58 paired DNA samples, isolated from CTCs (CellSearch®) and corresponding plasma. In serial peripheral blood samples of patients treated with everolimus/exemestane, ESR1 methylation was observed in 10/36(27.8%) CTC-positive samples, and was associated with lack of response to treatment (p=0.023 Fisher's Exact Test). Conclusions: We report for the first time the detection of ESR1 methylation in CTCs and a high concordance with paired plasma-ctDNA. ESR1 methylation in CTCs was associated with lack of response to everolimus/exemestane regimen. ESR1 methylation should be further evaluated as a potential liquid biopsy-based biomarker.
Citation Format: Sofia Mastoraki, Areti Strati, Eleni Tzanikou, Maria Chimonidou, Eleni Politaki, Alexandra Voutsina, Amanda Psyrri, Vassilis Georgoulias, Evi S. Lianidou. ESR1 methylation: A liquid biopsy-based epigenetic assay for the follow up of patients with metastatic breast cancer receiving endocrine treatment [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 4577.
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Affiliation(s)
- Sofia Mastoraki
- 1Analysis of Circulating Tumor Cells Lab, Univ. of Athens, Athens, Greece
| | - Areti Strati
- 1Analysis of Circulating Tumor Cells Lab, Univ. of Athens, Athens, Greece
| | - Eleni Tzanikou
- 1Analysis of Circulating Tumor Cells Lab, Univ. of Athens, Athens, Greece
| | - Maria Chimonidou
- 1Analysis of Circulating Tumor Cells Lab, Univ. of Athens, Athens, Greece
| | | | | | | | | | - Evi S. Lianidou
- 1Analysis of Circulating Tumor Cells Lab, Univ. of Athens, Athens, Greece
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Giannopoulou L, Mastoraki S, Buderath P, Strati A, Pavlakis K, Kasimir-Bauer S, Lianidou ES. ESR1 methylation in primary tumors and paired circulating tumor DNA of patients with high-grade serous ovarian cancer. Gynecol Oncol 2018; 150:355-360. [PMID: 29807696 DOI: 10.1016/j.ygyno.2018.05.026] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Revised: 05/11/2018] [Accepted: 05/20/2018] [Indexed: 12/14/2022]
Abstract
OBJECTIVE Estrogen receptor, coded by the ESR1 gene, is highly expressed in epithelial ovarian cancer. ESR1 gene is frequently methylated in many types of gynecological malignancies. However, only a few studies attempted to investigate the role of ESR1 methylation and its clinical significance in ovarian cancer so far. The aim of our study was to examine ESR1 methylation status in primary tumors and corresponding circulating tumor DNA of patients with high-grade serous ovarian cancer (HGSC). METHODS ESR1 methylation was detected by a highly specific and sensitive real-time methylation-specific PCR assay. Two groups of HGSC samples were analyzed: group A (n = 66 primary tumors) and group B (n = 53 primary tumors and 50 corresponding plasma samples). RESULTS ESR1 was found methylated in both groups of primary tumors: in 32/66 (48.5%) of group A and in 15/53 (28.3%) of group B. 19/50 (38.0%) corresponding plasma samples of group B were also methylated for ESR1. A significant agreement for ESR1 methylation was observed between primary tumors and paired plasma ctDNA samples (P = 0.004). Interestingly, the presence of ESR1 methylation in primary tumor samples of group B was significantly correlated with a better overall survival (P = 0.027) and progression-free survival (P = 0.041). CONCLUSIONS We report for the first time the presence of ESR1 methylation in plasma ctDNA of patients with HGSC. The agreement between ESR1 methylation in primary tumors and paired ctDNA is statistically significant. Our results indicate a correlation between the presence of ESR1 methylation and a better clinical outcome in HGSC patients.
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Affiliation(s)
- Lydia Giannopoulou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, University Campus, Athens 15771, Greece
| | - Sophia Mastoraki
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, University Campus, Athens 15771, Greece
| | - Paul Buderath
- Department of Gynecology and Obstetrics, University Hospital of Essen, University of Duisburg-Essen, Hufelandstrasse 55, Essen D-45122, Germany
| | - Areti Strati
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, University Campus, Athens 15771, Greece
| | - Kitty Pavlakis
- Pathology Department, IASO women's hospital, 15123 Marousi, Athens, Greece
| | - Sabine Kasimir-Bauer
- Department of Gynecology and Obstetrics, University Hospital of Essen, University of Duisburg-Essen, Hufelandstrasse 55, Essen D-45122, Germany
| | - Evi S Lianidou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, University Campus, Athens 15771, Greece.
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Mastoraki S, Strati A, Tzanikou E, Chimonidou M, Politaki E, Voutsina A, Psyrri A, Georgoulias V, Lianidou E. ESR1 Methylation: A Liquid Biopsy-Based Epigenetic Assay for the Follow-up of Patients with Metastatic Breast Cancer Receiving Endocrine Treatment. Clin Cancer Res 2017; 24:1500-1510. [PMID: 29284708 DOI: 10.1158/1078-0432.ccr-17-1181] [Citation(s) in RCA: 107] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Revised: 05/29/2017] [Accepted: 12/21/2017] [Indexed: 11/16/2022]
Abstract
Purpose: Liquid biopsy provides real-time monitoring of tumor evolution and response to therapy through analysis of circulating tumor cells (CTCs) and plasma-circulating tumor DNA (ctDNA). ESR1 epigenetic silencing potentially affects response to endocrine treatment. We evaluated ESR1 methylation in CTCs and paired plasma ctDNA. We evaluated ESR1 methylation in CTCs and paired plasma ctDNA as a potential biomarker for response to everolimus/exemestane treatment.Experimental Design: A highly sensitive and specific real-time MSP assay for ESR1 methylation was developed and validated in (i) 65 primary breast tumors formalin-fixed paraffin-embedded (FFPE), (ii) EpCAM+ CTC fractions (122 patients and 30 healthy donors; HD), (iii) plasma ctDNA (108 patients and 30HD), and (iv) in CTCs (CellSearch) and in paired plasma ctDNA for 58 patients with breast cancer. ESR1 methylation status was investigated in CTCs isolated from serial peripheral blood samples of 19 patients with ER+/HER2- advanced breast cancer receiving everolimus/exemestane.Results:ESR1 methylation was detected in: (i) 25/65 (38.5%) FFPEs, (ii) EpCAM+ CTC fractions: 26/112 (23.3%) patients and 1/30 (3.3%) HD, and (iii) plasma ctDNA: 8/108 (7.4%) patients and 1/30 (3.3%) HD. ESR1 methylation was highly concordant in 58 paired DNA samples, isolated from CTCs (CellSearch) and corresponding plasma. In serial peripheral blood samples of patients treated with everolimus/exemestane, ESR1 methylation was observed in 10/36 (27.8%) CTC-positive samples, and was associated with lack of response to treatment (P = 0.023, Fisher exact test).Conclusions: We report for the first time the detection of ESR1 methylation in CTCs and a high concordance with paired plasma ctDNA. ESR1 methylation in CTCs was associated with lack of response to everolimus/exemestane regimen. ESR1 methylation should be further evaluated as a potential liquid biopsy-based biomarker. Clin Cancer Res; 24(6); 1500-10. ©2017 AACR.
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Affiliation(s)
- Sophia Mastoraki
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Areti Strati
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Eleni Tzanikou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Maria Chimonidou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | | | | | - Amanda Psyrri
- Oncology Unit, 2nd Department of Internal Medicine-Propaedeutic, Attikon University Hospital, Haidari, Greece
| | | | - Evi Lianidou
- Analysis of Circulating Tumor Cells, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece.
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Politaki E, Agelaki S, Apostolaki S, Hatzidaki D, Strati A, Koinis F, Perraki M, Saloustrou G, Stoupis G, Kallergi G, Spiliotaki M, Skaltsi T, Lianidou E, Georgoulias V, Mavroudis D. A Comparison of Three Methods for the Detection of Circulating Tumor Cells in Patients with Early and Metastatic Breast Cancer. Cell Physiol Biochem 2017; 44:594-606. [PMID: 29161698 DOI: 10.1159/000485115] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Accepted: 08/24/2017] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND We directly compared CTC detection rates and prognostic significance, using three different methods in patients with breast cancer (BC). METHODS Early (n=200) and metastatic (n=164) patients were evaluated before initiating adjuvant or first-line chemotherapy, using the CellSearchTM System, an RT-qPCR for CK-19 mRNA detection and by double immunofluorescence (IF) microscopy using A45-B/B3 and CD45 antibodies. RESULTS Using the CellSearchTM System, 37% and 16.5% of early BC patients were CTC-positive (at ≥1 and ≥2 CTCs/23 ml of blood), 18.0% by RT-qPCR and 16.9% by IF; no agreement was observed between methods. By the CellSearchTM 34.8% and 53.7% (at≥ 5 and ≥ 2 CTCs/7.5 ml) of metastatic patients were CTC-positive, 37.8% by RT-qPCR and 28.5% by IF. A significant agreement existed only between the CellSearchTM and RT-qPCR. In 60.8% of cases, differential EpCAM and CK-19 expression on CTCs by IF could explain the discrepancies between the CellSearchTM and RT-qPCR. CTC-positivity by either method was associated with decreased overall survival in metastatic patients. CONCLUSION A significant concordance was observed between the CellSearchTM and RT-qPCR in metastatic but not in early BC. Discordant results could be explained in part by CTC heterogeneity. CTC detection by all methods evaluated had prognostic relevance in metastatic patients.
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Affiliation(s)
- Eleni Politaki
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Greece
| | - Sofia Agelaki
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Greece.,Department of Medical Oncology, University General Hospital of Heraklion, Heraklion, Greece
| | - Stella Apostolaki
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Greece
| | - Dora Hatzidaki
- Hellenic Oncology Research Group (HORG), 55 Lombardou Street, Athens, Greece
| | - Areti Strati
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Filippos Koinis
- Department of Medical Oncology, University General Hospital of Heraklion, Heraklion, Greece
| | - Maria Perraki
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Greece
| | - Georgia Saloustrou
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Greece
| | - Giannis Stoupis
- Department of Medical Oncology, University General Hospital of Heraklion, Heraklion, Greece
| | - Galatea Kallergi
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Greece
| | - Maria Spiliotaki
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Greece
| | - Tereza Skaltsi
- Hellenic Oncology Research Group (HORG), 55 Lombardou Street, Athens, Greece
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | | | - Dimitrios Mavroudis
- Laboratory of Translational Oncology, School of Medicine, University of Crete, Heraklion, Greece.,Department of Medical Oncology, University General Hospital of Heraklion, Heraklion, Greece
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Bournakis E, Lianidou E, Strati A, Zavridou M, Sfika A, Bournakis A, Papadimitriou C. ARV7 status and CTC count: A combined biomarker for the baseline therapeutic decision in each line of mCRPC treatment. Ann Oncol 2017. [DOI: 10.1093/annonc/mdx370.041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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26
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Strati A, Koutsodontis G, Papaxoinis G, Angelidis I, Zavridou M, Economopoulou P, Kotsantis I, Avgeris M, Mazel M, Perisanidis C, Sasaki C, Alix-Panabières C, Lianidou E, Psyrri A. Prognostic significance of PD-L1 expression on circulating tumor cells in patients with head and neck squamous cell carcinoma. Ann Oncol 2017; 28:1923-1933. [DOI: 10.1093/annonc/mdx206] [Citation(s) in RCA: 118] [Impact Index Per Article: 16.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
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27
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Mastoraki S, Strati A, Tzanikou E, Politaki E, Koutsodontis G, Kaklamanis L, Malamos N, Psyrri A, Georgoulias V, Lianidou E. Abstract 1730: ESR1 methylation in circulating tumor cells, ctDNA and primary tumors of breast cancer patients. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-1730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Estrogen receptor (ER) is an important prognostic biomarker in breast cancer. Epigenetic silencing of ESR1 could be of important clinical significance especially for its potential impact on endocrine treatment efficacy. Liquid biopsy provides real-time monitoring of tumor evolution and response to therapy through analysis of CTCs and ctDNA. Our group has evaluated for the first time epigenetic silencing of tumor and metastasis suppressor genes in CTCs and corresponding ctDNA. In this study, we evaluated for the first time ESR1 methylation in CTCs, paired ctDNA and primary tumors of breast cancer patients.
Methods: We developed and validated a highly sensitive and specific real-time MSP assay for ESR1 methylation. We further applied the developed assay in sodium bisulfite (SB) treated DNA samples from: a) FFPEs from 40 patients with operable breast cancer, 25 patients with metastasis, 30 mammoplasties and 15 fibroadenomas, b) EpCAM+ immunomagnetically isolated CTCs fractions, from 74 early breast cancer patients, 48 patients with metastasis and 30 healthy donors, c) CellSearch® cartridges from 36 early breast cancer patients, 22 patients with metastasis, d) ctDNA isolated from plasma of matched samples and 54 healthy donors as a control group.
Results: By using this highly specific and sensitive assay (sensitivity 0.1%) we detected methylation of ESR1 in: a) FFPEs: 16/40(40%) early breast cancer patients, 9/25(36%) patients with verified metastasis, 7/30(23.3%) mammoplasties and 5/15(33.3%) fibroadenomas. A statistically significant negative correlation was observed between ESR1 methylation status and ER protein expression (56/65 samples, 86%, p<0.001). b) In EpCAM+ CTCs fraction samples: ESR1 was found methylated in 16/74(21.6%) operable breast cancer patients, 10/48(20.8%) patients with metastasis, but only in 1/30(3.3%) healthy donors. c) CTC+ CellSearch® cartridges: 3/13(23.1%) in early breast cancer and 2/7(28.6%) in patients with metastasis. d) In ctDNA: ESR1 methylation was observed in 3/36(8.3%) early breast cancer patients, 3/22(13.6%) patients with metastasis and 2/54(3.7%) samples in the control group. ESR1 methylation status was highly correlated when paired DNA from CellSearch® cartridges and corresponding ctDNA samples were compared; 36/36 (100%, p<0.001) in early breast cancer and 21/22 (95.5%, p<0.001) in metastasis.
Conclusions: ER expression and ESR1 methylation were found 100% inversely correlated in primary tissues. The EpCAM+ CTC fraction of patients with breast cancer was found methylated for ESR1. Interestingly, ESR1 methylation was detected exclusively in CTC+ samples as analyzed from CellSearch® cartridges but in none of CTC- samples. In paired plasma samples, ESR1 methylation showed a high concordance (p<0.001) with ESR1 methylation in CTCs. Additional studies are needed to further evaluate the clinical significance of our findings.
Citation Format: Sophia Mastoraki, Areti Strati, Eleni Tzanikou, Eleni Politaki, George Koutsodontis, Loukas Kaklamanis, Nikolaos Malamos, Amanda Psyrri, Vassilis Georgoulias, Evi Lianidou. ESR1 methylation in circulating tumor cells, ctDNA and primary tumors of breast cancer patients [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 1730. doi:10.1158/1538-7445.AM2017-1730
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Giannopoulou L, Mastoraki S, Strati A, Chebouti I, Kasimir-Bauer S, Lianidou ES. Abstract 5691: ESR1 methylation in plasma cfDNA of patients with high-grade serous ovarian cancer. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-5691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: ESR1 methylation is frequently observed in many types of solid malignancies, but few studies attempted to investigate ESR1 methylation status in ovarian cancer so far. We examined for the first time ESR1 methylation in plasma samples of high-grade serous (HGSC) ovarian cancer patients, using a novel real-time MSP assay.
Materials and methods: We first developed and validated a highly specific and sensitive real-time MSP assay for ESR1 methylation. A commercially available 100% methylated standard was used as positive control in all experiments. We then evaluated ESR1 methylation in plasma (2mL) of 59 pre-surgery, mainly advanced stage HGSC patients. A control group of 51 plasma samples from healthy women was recruited for the evaluation of specificity of our assay. All cfDNA samples isolated from plasma were subjected to sodium bisulfite (SB) treatment and were then analyzed by real-time MSP for ESR1 methylation. For the normalization of the results, we used ACTB as a reference gene. The real-time PCR assay for ACTB was designed to amplify specifically SB treated DNA.
Results: The real-time MSP assay is highly sensitive, as it detects down to 0.1% of ESR1 methylation in the presence of 99.9% non-methylated sequences. ESR1 methylation was detected in 18/59 (30.5%) high-grade serous ovarian patients, but only in 1/51 (2.0%) of healthy women. All results were obtained after normalization with ACTB as a reference gene.
Conclusion: We report for the first time that ESR1 methylation can be detected in cfDNA of high-grade serous ovarian cancer patients, but not in healthy women. Further investigation is required to determine the clinical significance of ESR1 methylation status in cfDNA of HGSC patients. We also aim to evaluate our findings in a larger group of patients.
Citation Format: Lydia Giannopoulou, Sophia Mastoraki, Areti Strati, Isaam Chebouti, Sabine Kasimir-Bauer, Evi S. Lianidou. ESR1 methylation in plasma cfDNA of patients with high-grade serous ovarian cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 5691. doi:10.1158/1538-7445.AM2017-5691
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Affiliation(s)
- Lydia Giannopoulou
- 1Analysis of Circulating Tumor Cells lab, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, University Campus, Athens, Greece
| | - Sophia Mastoraki
- 1Analysis of Circulating Tumor Cells lab, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, University Campus, Athens, Greece
| | - Areti Strati
- 1Analysis of Circulating Tumor Cells lab, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, University Campus, Athens, Greece
| | - Isaam Chebouti
- 2Department of Gynecology and Obstetrics, University Hospital of Essen, University of Duisburg-Essen, Essen, Germany
| | - Sabine Kasimir-Bauer
- 2Department of Gynecology and Obstetrics, University Hospital of Essen, University of Duisburg-Essen, Essen, Germany
| | - Evi S. Lianidou
- 1Analysis of Circulating Tumor Cells lab, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, University Campus, Athens, Greece
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Zavridou M, Strati A, Koutsodontis G, Psyrri A, Lianidou E. Abstract 1718: RT-qPCR gene expression analysis of CTCs isolated through an epitope-independent enrichment microfluidic device in patients with head and neck squamous cell carcinoma. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-1718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Molecular characterization of circulating tumor cells (CTCs) is very challenging since these cells are rare, and the amount of available sample for their analysis is very limited. Moreover, CTC are highly heterogeneous and enrichment technologies based on EpCAM expression present the risk of missing EpCAM-negative CTCs. The Parsortix system (ANGLE plc, UK), is a novel microfluidic technology platform designed for marker-independent capture of CTCs. In this study we used for the first time the Parsortix system to isolate CTCs from patients with Head and Neck Squamous Cell carcinoma (HNSCC), and proceeded to downstream molecular characterization through RT-qPCR gene expression analysis.
Methods: Peripheral blood samples (10 mL) from head and neck squamous cell carcinoma (HNSCC) patients (n=19) and healthy donors used as a control group (n=10) were used for the isolation of CTCs using the Parsortix device. Enriched CTCs were harvested in Trizol reagent, followed by extraction of total RNA and cDNA synthesis. RT-qPCR was performed in the LightCycler (Roche) for the following gene targets: PD-L1, VIM, TWIST, EGFR, and B2M (used as a reference gene). The expression levels of PD-L1, VIM, TWIST and EGFR were normalized using the 2-ΔΔCt approach in respect to the expression of B2M.
Results: All samples analyzed were of excellent RNA quality as this was evaluated by B2M expression. According to our results, PD-L1 overexpression was detected in 5/19(26.3%) samples, VIM was overexpressed in 3/19 (15.7%) and TWIST-1 in 1/19 (5.3%) sample, while EGFR expression was not detected in any patient (0/19, 0%). These are preliminary results and these percentages may change, since the number of samples that we are analyzing is continuously increasing.
Conclusions: This preliminary study is showing for the first time that RT-qPCR can be successfully used for the molecular characterization of CTCs isolated by the label-free Parsortix microfluidic device in HNSCC. Overexpression of individualized immunotherapy important biomarkers such as PD-L1 in CTCs of HNSCC patients could be of significant clinical importance for the selection and follow up of these patients.
Citation Format: Martha Zavridou, Areti Strati, George Koutsodontis, Amanda Psyrri, Evi Lianidou. RT-qPCR gene expression analysis of CTCs isolated through an epitope-independent enrichment microfluidic device in patients with head and neck squamous cell carcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 1718. doi:10.1158/1538-7445.AM2017-1718
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Gjyrezi A, Galletti G, Strati A, Kim S, Lianidou E, Nanus DM, Luo J, Antonarakis E, Tagawa ST, Armstrong A, Giannakakou P. Abstract 2736: A digital droplet PCR assay for the quantitation of androgen receptor and splice variant expression in CTCs from metastatic castration resistant prostate cancer patients. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-2736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Prostate cancer (PC) is the second leading cause of cancer death in men in the US. The aberrant functioning of androgen receptor signaling is the central driving force behind prostatic tumorigenesis and its transition into metastatic castration resistant disease. Hence, androgen deprivation therapy (ADT) is the first line of treatment for PC patients. However, many patients progress becoming resistant to ADT therapy, due to the expression of AR splice variants (AR-Vs), which lack the ligand binding domain and are constitutively active in the nucleus. Expression of the AR splice variant, AR-v7, in circulating tumor cells (CTCs) isolated from the blood of PC patients was correlated with resistance to enzalutamide and abiraterone, which are the next generation AR signaling inhibitors in CRPC. Further, there is evidence that AR-Vs may convey cross-resistance, not only to enzalutamide and abiraterone, but also to taxanes, highlighting that their assessment in the clinic may have clinical utility.
We developed a novel, specific and highly sensitive assay to measure mRNA expression of the AR full length (AR-FL) and the splice variants ARv7 and ARv567es, by using Droplet Digital PCR in CTCs isolated from CRPC patients. The analytical specificity of the assay was determined by transfecting cells with plasmids encoding AR-FL, AR-v7 and AR-v567 and showed that each probe detected signal only in cells expressing the respective transcript. No signal was detected against genomic DNA, indicating lack of non-specific binding. Also, the assay detected endogenous expression of AR-FL and AR-v7 in VCAP or 22RV1 cells, while no variant expression was detected in healthy donor blood. The analytical sensitivity of the assay was determined in a series of serial dilution experiments that showed sensitivity down to single cell.
We then used this assay to determine the clinical prevalence and expression pattern of each of these variants in CTCs from about 200 mCRPC patient samples and blood from 40 healthy donors. CTCs were enriched by EpCAM- or PSMA-based positive selection or CD45 negative depletion in an antigen-agnostic manner. AR-FL was detected in ~80% of mCRPC samples irrespective of CTC-enrichment technology. AR-v7 was expressed in 65% of the samples in which in CTCs were enriched either by PSMA-positive selection or by negative depletion. In contrast, EpCAM-based CTC enrichment showed lower AR-v7 expression both in terms of expression levels and prevalence. In addition, CTC enrichment following negative depletion showed that 30% of the samples had higher AR-v7 expression levels as compared to AR-FL. This expression pattern was not observed in the samples using EpCAM-based selection. Collectively, these data suggest distinct CTC subpopulations are present in CRPC patient samples, with differential expression of AR-Vs that could have important predictive and prognostic implications.
Citation Format: Ada Gjyrezi, Giuseppe Galletti, Areti Strati, Seaho Kim, Evi Lianidou, David M. Nanus, Jun Luo, Emmanuel Antonarakis, Scott T. Tagawa, Andrew Armstrong, Paraskevi Giannakakou. A digital droplet PCR assay for the quantitation of androgen receptor and splice variant expression in CTCs from metastatic castration resistant prostate cancer patients [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 2736. doi:10.1158/1538-7445.AM2017-2736
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Affiliation(s)
| | | | | | - Seaho Kim
- 1Weill Cornell Medicine, New York, NY
| | | | | | - Jun Luo
- 3John Hopkins Medicine, Baltimore, MD
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Chimonidou M, Strati A, Malamos N, Kouneli S, Georgoulias V, Lianidou E. Direct comparison study of DNA methylation markers in EpCAM-positive circulating tumour cells, corresponding circulating tumour DNA, and paired primary tumours in breast cancer. Oncotarget 2017; 8:72054-72068. [PMID: 29069768 PMCID: PMC5641111 DOI: 10.18632/oncotarget.18679] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2016] [Accepted: 03/29/2017] [Indexed: 01/06/2023] Open
Abstract
Circulating Tumour Cells (CTCs) and circulating tumour DNA (ctDNA) represent a non-invasive liquid biopsy approach for the follow-up and therapy management of cancer patients. We evaluated whether DNA methylation status in CTCs and ctDNA is comparable and whether it reflects the status of primary tumours. We compared the methylation status of three genes, SOX17, CST6 and BRMS1 in primary tumours, corresponding CTCs and ctDNA in 153 breast cancer patients and healthy individuals, by using real time methylation specific PCR. We report a clear association between the EpCAM-positive CTC-fraction and ctDNA for SOX17 promoter methylation both for patients with early (P = 0.001) and metastatic breast cancer (P = 0.046) but not for CST6 and BRMS1. In early breast cancer, SOX17 promoter methylation in the EpCAM-positive CTC-fraction was associated with CK-19 mRNA expression (P = 0.006) and worse overall survival (OS) (P = 0.044). In the metastatic setting SOX17 promoter methylation in ctDNA was highly correlated with CK-19 (P = 0.04) and worse OS (Ρ = 0.016). SOX17 methylation status in CTCs and ctDNA was comparable and was associated with CK-19 expression but was not reflecting the status of primary tumours in breast cancer. DNA methylation analysis of SOX17 in CTCs and matched ctDNA provides significant prognostic value.
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Affiliation(s)
- Maria Chimonidou
- Analysis of Circulating Tumour Cells Laboratory, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Areti Strati
- Analysis of Circulating Tumour Cells Laboratory, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Nikos Malamos
- Department of Pathology, Oncology Unit, Helena Venizelou Hospital, Athens, Greece
| | - Sophia Kouneli
- Department of Pathology, Oncology Unit, Helena Venizelou Hospital, Athens, Greece
| | - Vassilis Georgoulias
- Laboratory of Tumour Cell Biology, Medical School, University of Crete, Heraklion, Greece
| | - Evi Lianidou
- Analysis of Circulating Tumour Cells Laboratory, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
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Koutsodontis G, Strati A, Papaxoinis G, Charalambakis N, Kotsantis I, Oikonomopoulou P, Hoxhallari L, Lianidou E, Psyrri A. Prognostic relevance of molecular characterization of circulating tumor cells (CTC) in head and neck squamous cell carcinoma (HNSCC). Ann Oncol 2016. [DOI: 10.1093/annonc/mdw376.17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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Strati A, Koutsodontis G, Angelidis I, Sasaki C, Avgeris M, Psyrri A, Lianidou ES. Abstract 3108: PD-L1 expressing circulating tumor cells (CTCs) in patients with head and neck squamous cell carcinoma (HNSCC). Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-3108] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Predictive biomarkers for response to anti-PD1 therapy are lacking. Because therapy with checkpoint inhibitors is cost intensive, noninvasive tools for prediction of responders are of major interest.
Methods: The “Liquid Biopsy’’in head and neck squamous cell carcinoma (HNSCC) project involved the isolation of Circulating Tumor Cells (CTC) from patients with HNSCC at baseline, at different time points during treatment and at relapse. Herein, we assessed gene expression of PD-L1 on CTCs in a prospective fashion in a cohort of locally advanced inoperable HNSCC patients treated with curative intent (n = 61), in a second cohort of recurrent/metastatic HNSCC patients (n = 18) and in 20 healthy individuals, used as normal controls. For the quantification of PD-L1mRNA in CTCs, we developed a highly sensitive, specific, and robust RT-qPCR assay that was firstly analytically validated prior to its application in HNSCC patients.
Results: In patients with locally advanced disease, 54/61(88.5%) samples were evaluable for CTCs at baseline. Twenty four samples were obtained after induction chemotherapy (IC) and 34(55.7%) at the end of concurrent chemo-radiation. At baseline 22/54(40.7%) pts were found to be positive for PD-L1 overexpression, at the post-IC samples 12/24(50%) patients were positive for PD-L1overexpressionand at the end of treatment, 11/34 (32.4%) patients were positive for PD-L1 overexpression. Patients with PD-L1 positive CTCs at the end of treatment had shorter progression-free survival (PFS) (p = 0.011) and overall survival (OS) (p = 0.004). Multivariate analysis showed that PD-L1 overexpression in patients at the end of treatment was independent prognostic factor of PFS (HR = 2422.4; p = 0.014) and OS (HR = 32.23; p = 0.014). Five R/M patients were found to be positive for PD-L1 out of the 18 (27.8%) at baseline.
Conclusions: We demonstrate for the first time that detection of PD-L1+ CTCs at the end of treatment in patients with locally advanced disease is associated with shorter PFS and OS. Serial PD-L1 expression assessment has potential to select and monitor pts for PD-1 checkpoint inhibitors. These data support testing of PD-1 inhibitors in the adjuvant setting in patients with locally advanced HNSCC in whom PD-L1 positive CTCs are detected at the end of treatment.
Citation Format: Areti Strati, George Koutsodontis, Ilias Angelidis, Clarence Sasaki, Margaritis Avgeris, Amanda Psyrri, Evi S. Lianidou. PD-L1 expressing circulating tumor cells (CTCs) in patients with head and neck squamous cell carcinoma (HNSCC). [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 3108.
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Affiliation(s)
- Areti Strati
- 1Analysis of Circulating Tumor Cells, Dept of Chemistry, Univ. of Athens, Athens, Greece
| | - George Koutsodontis
- 2Oncology Unit, 2nd Department of Internal Medicine - Propaedeutic, Attikon University Hospital, Haidari, Greece, Athens, Greece
| | - Ilias Angelidis
- 1Analysis of Circulating Tumor Cells, Dept of Chemistry, Univ. of Athens, Athens, Greece
| | - Clarence Sasaki
- 3Department of Surgery, Section of Otolaryngology, Yale University School of Medicine, New Haven, CT
| | | | - Amanda Psyrri
- 2Oncology Unit, 2nd Department of Internal Medicine - Propaedeutic, Attikon University Hospital, Haidari, Greece, Athens, Greece
| | - Evi S. Lianidou
- 1Analysis of Circulating Tumor Cells, Dept of Chemistry, Univ. of Athens, Athens, Greece
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Mastoraki S, Strati A, Chimonidou M, Malamos NS, Georgoulias V, Lianidou ES. Abstract 499: ESR1 methylation in circulating tumor cells of patients with breast cancer. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
AIMS: DNA methylation is an epigenetic alteration which plays a decisive role in the regulation of signal translation processes. In our lab, we have demonstrated for the first time the epigenetic silencing of tumor and metastasis suppressor genes in CTCs through their promoter methylation. Estrogen receptor (ER) is an important prognostic biomarker and is predictive of response to endocrine therapy in breast cancer. In this study, we evaluated for the first time ESR1 methylation in CTCs of breast cancer patients.
METHODS: We developed and validated a novel highly sensitive and specific qMSP assay for ESR1 methylation using commercially available DNA methylation controls and the MDA-MB-231 cell line. We further examined its performance in EpCAM-positive immune-magnetically isolated CTC fractions, followed by DNA isolation and sodium bisulfite (SB) treatment from: a) 74 operable, b) 48 metastasis- verified breast cancer patients and c) 30 healthy donors (control group).
RESULTS: The developed assay is highly specific and sensitive since it can detect 0.1% methylated ESR1 sequences in the presence of 99.9% un-methylated. ESR1 was found to be methylated in 16/74 (21.6%) operable breast cancer patients, in 10/48 (20.8%) patients with verified metastasis, but only in 1/30 (3.3%) healthy donors (EpCAM-positive CTC fraction).
CONCLUSIONS: The EpCAM-positive CTC fraction was found to be methylated for ESR1 in about 20% of patients with breast cancer. We will further evaluate these findings in respect to the clinical outcome of these patients, since the epigenetic silencing of ESR1 could be of important clinical significance especially for its impact on the efficacy of treatment.
Citation Format: Sofia Mastoraki, Areti Strati, Maria Chimonidou, Nikos S. Malamos, Vasilis Georgoulias, Evi S. Lianidou. ESR1 methylation in circulating tumor cells of patients with breast cancer. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 499.
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Affiliation(s)
- Sofia Mastoraki
- 1Analysis of Circulating Tumor Cells lab, Lab of Analytical Chemistry, Univ. of Athens, Athens, Greece
| | - Areti Strati
- 1Analysis of Circulating Tumor Cells lab, Lab of Analytical Chemistry, Univ. of Athens, Athens, Greece
| | - Maria Chimonidou
- 1Analysis of Circulating Tumor Cells lab, Lab of Analytical Chemistry, Univ. of Athens, Athens, Greece
| | | | | | - Evi S. Lianidou
- 1Analysis of Circulating Tumor Cells lab, Lab of Analytical Chemistry, Univ. of Athens, Athens, Greece
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Abstract
Detection of Circulating Tumor Cells (CTCs) in peripheral blood can serve as a "liquid biopsy" approach and as a source of valuable tumor markers. CTCs are rare, and thus their detection, enumeration and molecular characterization are very challenging. CTCs have the unique characteristic to be non-invasively isolated from blood and used to follow patients over time, since these cells can provide significant information for better understanding tumour biology and tumour cell dissemination. CTCs molecular characterization offers the unique potential to understand better the biology of metastasis and resistance to established therapies and their analysis presents nowadays a promising field for both advanced and early stage patients. In this chapter we focus on the latest findings concerning the clinical relevance of CTC detection and enumeration, and discuss their potential as tumor biomarkers in various types of solid cancers. We also highlight the importance of performing comparison studies between these different methodologies and external quality control systems for establishing CTCs as tumor biomarkers in the routine clinical setting.
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Affiliation(s)
- Evi S Lianidou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, 15771, Athens, Greece.
| | - Athina Markou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, 15771, Athens, Greece
| | - Areti Strati
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, 15771, Athens, Greece
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Strati A, Markou A, Stathopoulou A, Apostolaki S, Mavroudis D, Georgoulias V, Lianidou ES. Abstract 373: Analytical and clinical validation of an EpCAM-independent assay for CTC detection in peripheral blood of early breast cancer patients based on Cytokeratin-19 (CK-19) RT-qPCR. Cancer Res 2015. [DOI: 10.1158/1538-7445.am2015-373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: The aim of our study was to evaluate the prognostic significance of our previously developed EpCAM independent RT-qPCR assay for CK-19 mRNA (Stathopoulou et al, Int J Cancer 2006) and validate its analytical and clinical performance in early breast cancer.
Methods: Quality control on analytical sensitivity and specificity, linearity, intra- and inter-assay reproducibility, and stability of the external standard used for the preparation of the calibration curves was performed. Reproducibility of the assay between our labs was evaluated by analyzing 26 cDNAs. The prognostic significance of the assay in respect to DFI and OS was evaluated by analysing peripheral blood of 179 patients with stage I/II breast cancer postoperatively, before the administration of adjuvant chemotherapy.
Results: The limit of detection (LOD) is 3 copies/reaction and limit of Quantitation (LOQ) 10 copies/reaction. The linear range of the calibration curve was 10-105copies/reaction and the intra- and inter-assay reproducibility are shown below:
CK19 transcriptsReproducibility of the assay (n = 3)copies/reactionIntra-assay RSD (%)Inter-assay RSD (%)101.973.151020.932.241030.450.861040.122.581050.11.52
The inter-lab reproducibility of the assay was evaluated by analyzing 26 cDNA samples in both labs and there was a 100% concordance. During the follow up period (8 years) 32/179 (17.9%) patients relapsed and 18/179 (10%) patients died from the disease. 45/179 (25.1%) samples were found positive for CK-19 and 134/179 (74.9%) negative. In the group of CK-19 positive patients 15/45(33.3%) relapsed and 9/45(20.0%) died while in the group of CK-19 negative patients 17(12.7%) patients relapsed and 9(6.7%) died. Kaplan-Meier analysis showed that CK-19 mRNA positivity was significantly associated with DFI (P = 0.014) and OS (P = 0.051).
Conclusions: This EpCAM independent assay can be used for a high-throughput detection of CTCs in peripheral blood and has prognostic significance in early breast cancer.
Citation Format: Areti Strati, Athina Markou, Aliki Stathopoulou, Stella Apostolaki, Dimitris Mavroudis, Vasilis Georgoulias, Evi S. Lianidou. Analytical and clinical validation of an EpCAM-independent assay for CTC detection in peripheral blood of early breast cancer patients based on Cytokeratin-19 (CK-19) RT-qPCR. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 373. doi:10.1158/1538-7445.AM2015-373
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Affiliation(s)
- Areti Strati
- 1Analysis of Circulating Tumor Cells lab, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Athina Markou
- 1Analysis of Circulating Tumor Cells lab, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Aliki Stathopoulou
- 1Analysis of Circulating Tumor Cells lab, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Stella Apostolaki
- 2Department of Medical Oncology and Laboratory of Tumor Cell Biology, University Hospital of Heraklion, School of Medicine, University of Crete, Heraklion, Greece
| | - Dimitris Mavroudis
- 2Department of Medical Oncology and Laboratory of Tumor Cell Biology, University Hospital of Heraklion, School of Medicine, University of Crete, Heraklion, Greece
| | - Vasilis Georgoulias
- 2Department of Medical Oncology and Laboratory of Tumor Cell Biology, University Hospital of Heraklion, School of Medicine, University of Crete, Heraklion, Greece
| | - Evi S. Lianidou
- 1Analysis of Circulating Tumor Cells lab, Lab of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
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Koutsodontis G, Strati A, Avgeris M, Maratou E, Ramfidis V, Konstantinidis G, Economopoulou P, Kotsantis G, Tsigaridas K, Vagia EM, Haralambakis N, Sasaki C, Scorilas A, Perisanidis C, Vasilakopoulou M, Strimpakos A, Lianidou E, Psyrri A. PDL1-expressing circulating tumor cells (CTCs) in head and neck squamous cell carcinoma (HNSCC). J Clin Oncol 2015. [DOI: 10.1200/jco.2015.33.15_suppl.6018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- George Koutsodontis
- Attikon Hospital, National Kapodistrian, University of Athens, Athens, Greece
| | | | - Margaritis Avgeris
- Department of Biochemistry and Molecular Biology, Faculty of Biology, Athens, Greece
| | | | | | | | | | | | | | | | | | | | - Andreas Scorilas
- Department of Biochemistry and Molecular Biology, University of Athens, Panepistimiopolis, Athens, Greece
| | | | | | | | - Evi Lianidou
- University of Athens Laboratory of Analytical Chemistry, Athens, Greece
| | - Amanda Psyrri
- Attikon Hospital National Kapodistrian University of Athens, Athens, Greece
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Vagia EM, Koutsodontis G, Strati A, Giagini A, Siolos S, Charalambakis N, Tsigaridas K, Kotsantis G, Economopoulou P, Ramfidis VS, Perisanidis C, Sasaki C, Lianidou E, Bartzi V, Psyrri A, Strimpakos A. Dynamic changes in epithelial to mesenchymal composition and prognostic relevance of circulating cancer cells (CTCs) in head and neck squamous cell carcinoma (HNSCC). J Clin Oncol 2014. [DOI: 10.1200/jco.2014.32.15_suppl.6076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Elena Mihal Vagia
- Attikon Hospital, National Kapodistrian, University of Athens, Athens, Greece
| | - George Koutsodontis
- Attikon Hospital, National Kapodistrian, University of Athens, Athens, Greece
| | - Areti Strati
- National Kapodistrian University of Athens, Laboratory of Clinical Chemistry, Athens, Greece
| | | | | | | | | | | | | | | | | | | | - Evi Lianidou
- University of Athens Laboratory of Analytical Chemistry, Athens, Greece
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Abstract
The presence of circulating tumor cells (CTCs) in peripheral blood can serve as a "liquid biopsy" approach and has thus emerged lately as one of the hottest fields in cancer research. CTCs can be isolated from blood in a non-invasive approach, and can be used to follow patients over time since these cells can provide significant information for a better understanding of tumor biology and tumor cell dissemination. CTC molecular characterization offers the unique potential to better understand the biology of metastasis and resistance to established therapies, and analysis of these cells presents a promising field for both advanced and early-stage patients. CTC detection, enumeration, and molecular characterization are very challenging since CTCs are rare, and the amount of available sample is very limited. Since detection of CTCs has been shown to be of considerable utility in the clinical management of patients with solid cancers, various analytical systems for their isolation and detection have been developed. New areas of research are directed towards developing novel assays for single-CTC isolation and molecular characterization. The clinical significance of CTCs has been evaluated in many types of solid cancers, and the CTC enumeration test in metastatic breast, colorectal, and prostate cancer was cleared by the FDA almost a decade ago. This review is mainly focused on the clinical potential of CTCs as novel biomarkers in 10 different types of solid cancers: breast, ovarian, prostate, lung, colorectal, hepatocellular carcinoma, pancreatic, head and neck, bladder cancer and melanoma.
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Affiliation(s)
- Evi S Lianidou
- Analysis of Circulating Tumor Cells Laboratory, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens , Athens , Greece
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Lianidou ES, Markou A, Strati A. Molecular characterization of circulating tumor cells in breast cancer: challenges and promises for individualized cancer treatment. Cancer Metastasis Rev 2013; 31:663-71. [PMID: 22692478 DOI: 10.1007/s10555-012-9366-8] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Blood testing using Circulating Tumor Cells (CTCs) has emerged as one of the hottest fields in cancer diagnosis. Research on CTCs present nowadays a challenge, as these cells are well defined targets for understanding tumour biology and improving cancer treatment. The presence of tumor cells in patient's bone marrow or peripheral blood is an early indicator of metastasis and may signal tumor spread sooner than clinical symptoms appear and imaging results confirm a poor prognosis. CTC enumeration can serve as a "liquid biopsy" and an early marker to assess response to systemic therapy. Definition of biomarkers based on comprehensive characterization of CTCs has a strong potential to be translated to individualized targeted treatments and spare breast cancer patients unnecessary and ineffective therapies but also to reduce the costs for the health system and to downsize the extent and length of clinical studies. In this review, we briefly summarize recent studies on the molecular characterization of circulating tumor cells in breast cancer and discuss challenges and promises of CTCs for individualized cancer treatment.
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Affiliation(s)
- Evi S Lianidou
- Analysis of Circulating Tumor Cells Lab, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, 15771 Athens, Greece.
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Parisi C, Markou A, Strati A, Lianidou E. Abstract 1462: Development of a multiplexed RT-PCR-coupled liquid bead array assay for the molecular characterization of CTCs. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-1462] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction. The presence of circulating tumor cells (CTCs) in patients’ bloodstream is responsible for hematogenous metastases and as a “liquid biopsy” these cells should be considered as a useful tool for the detection and the characterization of micrometastasis. Molecular characterization of CTCs is really helpful for diagnostic and therapeutic purposes. We recently developed a liquid bead array hybridization assay for studying the expression of 6 genes in CTCs in breast cancer (Markou et al, Clin Chem 2011). The aim of the present study was to expand the potential of this assay by adding more genes of clinical interest in the genes panel.
Materials and Methods. We designed and evaluated a multiplexed PCR-coupled liquid bead array for studying simultaneously the expression of 14 genes. We firstly designed in silico primers and capture probes for: a) breast cancer stem cell markers: ALDH1, CD24, CD44, b) EMT markers: SNAIL, TWIST-1 and VIM, c) breast cancer markers: ERBB2, mammaglobin A, MAGEA3, PTEN, d) epithelial markers: CK-19, e) housekeeping genes: PBGD, HPRT1, and PDCD4 as a gene related with apoptosis. The assay is based on the following steps: total RNA isolation, cDNA synthesis, multiplex PCR for 14 genes, biotinylation of multiplex PCR products, hybridization of the biotinylated multiplex PCR products to xMAP microspheres, addition of streptavidin-phycoerythrin and measurement in the Luminex® 100 analyzer. Every single step was optimized in terms of analytical specificity, repeatability and reproducibility using the breast cancer cell lines MCF-7, MDA-MB-231 and SK-BR-3. To evaluate the performance of this assay we used cancer cell lines originated from the following tissues: a. human colon (COLO-205), b. human cervix (HeLa) and c. human mammary gland (T-47D).
Results. The total duration of the assay, including hands on work, is approximately 6h. The assay is highly specific for each gene in complex multiplexed formats. Intra-assay CVs (n=3) ranged from 0.2% to 15.3% and inter-assay CVs (n=3) ranged from 1.0% to 18.9%. The developed assay was successfully applied for studying gene expression in COLO-205, HeLa, MCF-7, MDA-MB-231, SK-BR-3 and T-47D cancer cell lines.
Conclusions. The previously developed liquid bead array has been successfully expanded including 8 additional gene targets of clinical interest. The developed assay could be applied for the molecular characterization of CTCs, since the expression of 14 genes can be measured simultaneously and reliably, thereby saving precious sample and reducing the costs and time of analysis. The developed assay will be further extended to include additional gene targets.
Citation Format: Cleo Parisi, Athina Markou, Areti Strati, Evi Lianidou. Development of a multiplexed RT-PCR-coupled liquid bead array assay for the molecular characterization of CTCs. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 1462. doi:10.1158/1538-7445.AM2013-1462
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Strati A, Kasimir-Bauer S, Markou A, Parisi C, Lianidou ES. Comparison of three molecular assays for the detection and molecular characterization of circulating tumor cells in breast cancer. Breast Cancer Res 2013; 15:R20. [PMID: 23497487 PMCID: PMC3672668 DOI: 10.1186/bcr3395] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2012] [Accepted: 03/01/2013] [Indexed: 12/19/2022] Open
Abstract
Introduction Comparison studies between different analytical methodologies for circulating tumor cells (CTC) detection and molecular characterization are urgently needed, since standardization of assays is essential before their use in clinical practice. Methods We compared three different CTC molecular assays. To avoid discrepancies due to pre-analytical errors we used the same cDNAs throughout our study. CTC were isolated using anti-EpCAM and anti-MUC1 coated magnetic beads from 2 × 5 ml of peripheral blood of 254 early and 51 metastatic breast cancer patients and 30 healthy individuals. The same cDNAs were analyzed by: a) singleplex RT-qPCR assay for CK-19; b) multiplex RT-qPCR for CK-19, HER-2, MAGE- A3, and PBGD; and c) a commercially available molecular assay (AdnaTest BreastCancer) for GA733-2, MUC-1, HER-2 and beta-actin. Results In early breast cancer, CK-19 RT-qPCR, multiplex RT-qPCR and the AdnaTest, were positive for the presence of CTC in 14.2%, 22.8% and 16.5% subjects, respectively. The concordance between the AdnaTest and CK-19 RT-qPCR was 72.4% while between the AdnaTest and multiplex RT-qPCR was 64.6%. In patients with overt metastasis, CK-19 RT-qPCR, multiplex RT-qPCR and the AdnaTest were positive in 41.2%, 39.2% and 54.9% patients, respectively. The concordance between the AdnaTest and CK-19 RT-qPCR was 70.6% while between the AdnaTest and multiplex RT-qPCR was 68.6%. Conclusions All CTC assays gave similar results in about 70% of cases. Better agreement was found in the metastatic setting, possibly explained by the higher tumor load in this group. Discordances could be attributed to the different gene transcripts used to evaluate CTC positivity. Our results indicate the importance of CTC heterogeneity for their detection by different analytical methodologies.
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Chimonidou M, Tzitzira A, Strati A, Sotiropoulou G, Sfikas C, Malamos N, Georgoulias V, Lianidou E. CST6 promoter methylation in circulating cell-free DNA of breast cancer patients. Clin Biochem 2013; 46:235-40. [DOI: 10.1016/j.clinbiochem.2012.09.015] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2012] [Revised: 09/12/2012] [Accepted: 09/13/2012] [Indexed: 02/06/2023]
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Chimonidou M, Strati A, Malamos N, Georgoulias V, Lianidou ES. SOX17 Promoter Methylation in Circulating Tumor Cells and Matched Cell-Free DNA Isolated from Plasma of Patients with Breast Cancer. Clin Chem 2013; 59:270-9. [DOI: 10.1373/clinchem.2012.191551] [Citation(s) in RCA: 111] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
INTRODUCTION
Detection of circulating tumor cells (CTCs) and cell-free DNA (cfDNA) in the peripheral blood of patients with solid tumors has been widely studied for the early detection of metastatic spread. We evaluated whether there was an association between the origin of cfDNA and CTCs. We investigated whether SRY (sex determining region Y)-box 17 (SOX17) promoter methylation in CTCs was associated with the methylation pattern of this gene in matched cfDNA isolated from plasma of patients with breast cancer.
METHODS
We examined SOX17 methylation in 79 primary breast tumors, in 114 paired samples of DNA isolated from CTCs and cfDNA, and in 60 healthy individuals. Isolated DNA was modified by sodium bisulfite and subjected to methylation specific PCR.
RESULTS
The SOX17 promoter was methylated in 68 (86.0%) of 79 of primary breast tumors. In CTCs, SOX17 was methylated in 19 (34.5%) of 55 patients with early breast cancer, 27 (45.8%) of 59 patients with metastatic cancer, and 1 (4.3%) of 23 healthy individuals, whereas in matched cfDNA SOX17 was methylated in 19 (34.5%) of 55, 24 (40.7%) of 59, and 1 (2.0%) of 49 of these same groups, respectively. There was a significant correlation between SOX17 methylation in cfDNA and CTCs in patients with early breast cancer (P = 0.008), but not in patients with verified metastasis (P = 0.283).
CONCLUSIONS
The SOX17 promoter is highly methylated in primary breast tumors, in CTCs isolated from patients with breast cancer, and in corresponding cfDNA samples. Our findings indicate a direct connection between the presence of CTCs and cfDNA in patients with operable breast cancer, after surgical removal of the primary tumor.
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Affiliation(s)
- Maria Chimonidou
- Analysis of Circulating Tumor Cells Laboratory, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Areti Strati
- Analysis of Circulating Tumor Cells Laboratory, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
| | - Nikos Malamos
- Medical Oncology Unit, Elena Venizelou Hospital, Athens, Greece
| | - Vasilis Georgoulias
- Laboratory of Tumor Cell Biology, Medical School, University of Crete, Heraklion, Greece
| | - Evi S Lianidou
- Analysis of Circulating Tumor Cells Laboratory, Laboratory of Analytical Chemistry, Department of Chemistry, University of Athens, Athens, Greece
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Chimonidou M, Strati A, Malamos N, Georgoulias V, Lianidou ES. Abstract 2382: SOX17 promoter methylation in CTC and cell free DNA isolated from plasma of breast cancer patients. Cancer Res 2012. [DOI: 10.1158/1538-7445.am2012-2382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Molecular characterization of Circulating Tumor Cells (CTC) is a hot topic nowadays. SOX17 plays a very critical role in the regulation of development and stem/precursor cell function, at least partly through repression of Wnt pathway activity. Silencing of SOX17 due to its promoter methylation is a frequent event and may contribute to aberrant activation of Wnt signaling in breast cancer. We have recently shown that the promoter of this gene is methylated in CTC (Chimonidou et al, Clin Chem 2011). The aim of the present study was to evaluate whether SOX17 promoter methylation in CTC, is associated with the methylation pattern of this gene in matched cell free DNA isolated from plasma of breast cancer patients. Patients and methods: We firstly developed a highly sensitive and specific Methylation Specific Real-time PCR method for SOX17. The methylation status of SOX17 was examined in paired specimens of DNA isolated from CTC and cell free DNA (cfDNA) circulating in plasma of the same individuals. 58 patients with operable breast cancer, 21 patients with verified metastasis, and 12 healthy individuals used as controls were enrolled in our study. For CTC analysis, DNA was extracted from EpCAM positive immunomagnetically isolated CTC fraction, while cfDNA was isolated from 200μL of plasma from the same individuals. DNA extracted from isolated CTC and cfDNA was modified by a Sodium Bisulfite (SB) conversion reaction and subjected to methylation specific real time PCR. Results: In CTC, promoter methylation of SOX17 was observed in 22/58 (37.9%) of patients with operable breast cancer, 12/21 (57.1%) of patients with verified metastasis and 1/12 (8.3%) of healthy individuals. In the matched plasma samples, promoter methylation of SOX17 was observed in 23/58 (39.6%) of patients with operable breast cancer, 11/21 (52.4%) of patients with verified metastasis and 1/12 (8.3%) in healthy individuals. By comparing these results we found that promoter methylation of SOX17 in CTC was significantly correlated with promoter methylation of SOX17 in cell free DNA isolated from plasma of the same patients (P<0.005). Conclusion: We show for the first time that promoter methylation of SOX17 in CTC, is associated with the methylation pattern of this gene in matched cell free DNA isolated from plasma of breast cancer patients. Our findings suggest a new dimension to the origin of cell free DNA and indicate a correlation between cell free DNA and CTC.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 103rd Annual Meeting of the American Association for Cancer Research; 2012 Mar 31-Apr 4; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2012;72(8 Suppl):Abstract nr 2382. doi:1538-7445.AM2012-2382
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Affiliation(s)
| | | | - Nikos Malamos
- 2Medical Oncology Unit, Elena Venizelou Hospital, Athens, Greece
| | - Vasilis Georgoulias
- 3Laboratory of Tumor Cell Biology, Medical School, University of Crete, Heraklion, Greece
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Strati A, Markou A, Parisi C, Politaki E, Mavroudis D, Georgoulias V, Lianidou E. Gene expression profile of circulating tumor cells in breast cancer by RT-qPCR. BMC Cancer 2011; 11:422. [PMID: 21967632 PMCID: PMC3224356 DOI: 10.1186/1471-2407-11-422] [Citation(s) in RCA: 85] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2010] [Accepted: 10/04/2011] [Indexed: 01/09/2023] Open
Abstract
Background Circulating tumor cells (CTCs) have been associated with prognosis especially in breast cancer and have been proposed as a liquid biopsy for repeated follow up examinations. Molecular characterization of CTCs is difficult to address since they are very rare and the amount of available sample is very limited. Methods We quantified by RT-qPCR CK-19, MAGE-A3, HER-2, TWIST1, hTERT α+β+, and mammaglobin gene transcripts in immunomagnetically positively selected CTCs from 92 breast cancer patients, and 28 healthy individuals. We also compared our results with the CellSearch system in 33 of these patients with early breast cancer. Results RT-qPCR is highly sensitive and specific and can detect the expression of each individual gene at the one cell level. None of the genes tested was detected in the group of healthy donors. In 66 operable breast cancer patients, CK-19 was detected in 42.4%, HER-2 in 13.6%, MAGE-A3 in 21.2%, hMAM in 13.6%, TWIST-1 in 42.4%, and hTERT α+β+ in 10.2%. In 26 patients with verified metastasis, CK-19 was detected in 53.8%, HER-2 in 19.2%, MAGE-A3 in 15.4%, hMAM in 30.8%, TWIST-1 in 38.5% and hTERT α+β+in 19.2%. Our preliminary data on the comparison between RT-qPCR and CellSearch in 33 early breast cancer patients showed that RT-qPCR gives more positive results in respect to CellSearch. Conclusions Molecular characterization of CTCs has revealed a remarkable heterogeneity of gene expression between breast cancer patients. In a small percentage of patients, CTCs were positive for all six genes tested, while in some patients only one of these genes was expressed. The clinical significance of these findings in early breast cancer remains to be elucidated when the clinical outcome for these patients is known.
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Affiliation(s)
- Areti Strati
- Department of Chemistry, University of Athens, University Campus, 15771 Athens, Greece
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Chimonidou M, Strati A, Tzitzira A, Sotiropoulou G, Malamos N, Georgoulias V, Lianidou ES. DNA methylation of tumor suppressor and metastasis suppressor genes in circulating tumor cells. Clin Chem 2011; 57:1169-77. [PMID: 21700955 DOI: 10.1373/clinchem.2011.165902] [Citation(s) in RCA: 120] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND Circulating tumor cells (CTCs) are associated with prognosis in a variety of human cancers and have been proposed as a liquid biopsy for follow-up examinations. We show that tumor suppressor and metastasis suppressor genes are epigenetically silenced in CTCs isolated from peripheral blood of breast cancer patients. METHODS We obtained peripheral blood from 56 patients with operable breast cancer, 27 patients with verified metastasis, and 23 healthy individuals. We tested DNA extracted from the EpCAM-positive immunomagnetically selected CTC fraction for the presence of methylated and unmethylated CST6, BRMS1, and SOX17 promoter sequences by methylation-specific PCR (MSP). All samples were checked for KRT19 (keratin 19, formerly CK-19) expression by reverse-transcription quantitative PCR. RESULTS In CTCs of patients with operable breast cancer, promoter methylation of CST6 was observed in 17.9%, BRMS1 in 32.1%, and SOX17 in 53.6% of patients. In CTCs of patients with verified metastasis, promoter methylation of CST6 was observed in 37.0%, BRMS1 in 44.4%, and SOX17 in 74.1%. In healthy individuals, promoter methylation of CST6 was observed in 4.3%, BRMS1 in 8.7%, and SOX17 in 4.3%. DNA methylation of these genes for both operable and metastatic breast cancer was significantly different from that of the control population. CONCLUSIONS DNA methylation of tumor suppressor and metastasis suppressor genes is a hallmark of CTCs and confirms their heterogeneity. Our findings add a new dimension to the molecular characterization of CTCs and may underlie the acquisition of malignant properties, including their stem-like phenotype.
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Strati A, Markou A, Hoffmann O, Kimmig R, Lianidou ES, Kazimir-Bauer S. Abstract 4150: CK-19, MAGE-A3, HER-2 and TWIST-1 expression by RT-qPCR in CTCs of primary breast cancer patients after positive immune-magnetic selection using anti-EpCAM and anti-MUC1 magnetic beads. Cancer Res 2011. [DOI: 10.1158/1538-7445.am2011-4150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Circulating tumor cells (CTCs) are suggested as potential surrogate markers for minimal residual disease, the precursor of metastatic disease. Furthermore, to be able to disseminate and metastasize, CTCs must be able to perform epithelial-mesenchymal transition (EMT). The aim of our study was to evaluate the sensitivity of RT-qPCR for the detection and characterization of CTCs analyzing the expression of CK-19, MAGE-A3, HER-2 and TWIST-1 as a transcription factor for EMT in blood of early breast cancer patients after positive immunomagnetic selection using a combination of anti-EpCAM and anti-MUC1 magnetic beads.
Patients and Methods: Two × 5 ml blood samples were collected before surgery and CTCs were isolated by positive immunomagnetic selection using anti-EpCAM and anti-MUC1 coated magnetic beads (AdnaTest Breast Cancer Select, AdnaGen AG, Langenhagen, Germany). CK-19, MAGE-A3, HER-2 and PBGD transcripts were simultaneously quantified by multiplex RT-qPCR while TWIST-1 transcript by single RT-qPCR in the LightCycler 2.0 (Roche Diagnostics). All primers and probes were designed to match the assay conditions, such as amplicon sizes, and melting temperatures. Before proceeding to patients’ samples, the RT-qPCR assay was evaluated in respect to sensitivity, specificity, and reproducibilty. To ensure that amplifiable material was present in all specimens and to avoid false-negative results, real-time amplification of the reference gene porphobilinogen deaminase (PBGD) was performed for all samples. A total number of 436 samples were first evaluated for RNA quality by PBGD expression and finally 293 samples that were of good RNA quality were further processed.
Results: CK-19 was detected in 117/293 (39.9%), HER-2 in 35/293 (12.0%), MAGE-A3 in 25/293 (8.5%), and TWIST-1 in 16/293 (5.5 %) of all samples, respectively. One gene was detected in 135/293 (46.1%) of the patients, two genes in 23/293 (7.8%) of the patients, three genes in 3/293 (1.0%) patients and four genes in 0/293 (0 %) of the patients, respectively. In total, 161/293 (54.9%) patients were found positive for at least one gene expression, while in 132/293 (45.05%) patients we didn't detect CTCs at all.
Discussion: Our study has revealed a high sensitivity when using a combination of immunomagnetic separation and RT-qPCR, as well as a remarkable heterogeneity of gene expression for these genes between early breast cancer patients. The clinical significance of these findings in early breast cancer remains to be elucidated when the clinical outcome for these patients is known.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 102nd Annual Meeting of the American Association for Cancer Research; 2011 Apr 2-6; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2011;71(8 Suppl):Abstract nr 4150. doi:10.1158/1538-7445.AM2011-4150
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Affiliation(s)
- Areti Strati
- 1Department of Chemistry, Univ. of Athens, Athens, Greece
| | - Athina Markou
- 1Department of Chemistry, Univ. of Athens, Athens, Greece
| | - Oliver Hoffmann
- 2Department of Gynecology and Obstetrics, University Hospital of Essen, Germany, Essen, Germany
| | - Rainer Kimmig
- 2Department of Gynecology and Obstetrics, University Hospital of Essen, Germany, Essen, Germany
| | | | - Sabine Kazimir-Bauer
- 2Department of Gynecology and Obstetrics, University Hospital of Essen, Germany, Essen, Germany
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Markou AN, Strati A, Malamos N, Georgoulias V, Lianidou E. Abstract 969: Molecular characterization of circulating tumor cells in breast cancer by liquid bead array hybridization assay. Cancer Res 2011. [DOI: 10.1158/1538-7445.am2011-969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: The aim of our study was to develop and validate a multiplexed PCR-coupled liquid bead array to detect the expression of multiple genes in Circulating Tumor Cells (CTCs), and application of this assay in peripheral blood samples of breast cancer patients.
Patients and method: We designed a novel multiplexed PCR-coupled liquid bead array that consist of the following steps: a) in silico designed gene-specific primers and capture probes for CK-19, HER-2, Mammaglobin (hMAM), MAGE-A3, TWIST-1 and PBGD (as a control gene), b) RNA isolation from immunomagnetically enriched CTCs, c) multiplex PCR, d) sequence hybridization array, e) detection in the Luminex platform. We performed extensive optimization experiments using the SKBR3 and MDA-MB-231 cell lines as positive controls, to maximize analytical sensitivity and specificity and we further validated the performance of this array in respect to cross reactivity and intra and inter-precision. Finally, we applied the developed methodology in peripheral blood samples of 64 patients with operable breast cancer, 25 patients with verified metastasis and 17 healthy individuals.
Results: The analytical performance of the developed array was evaluated in tumor cell lines in respect to analytical sensitivity and specificity. Cross reaction studies were performed for each gene target in the presence of all other targets. The assay is highly specific for each gene in complex multiplexed formats, since the discriminatory power of fluorescent bead sets is unique to specifically detect by sequence hybridization the presence of individual gene specific PCR products. The developed liquid bead-based array is highly sensitive, since it can detect the expression of each individual gene at one SKBR3 cell level. The validation of the array included within day and between-days precision studies. None of the genes tested was detected in the CTC fraction of healthy donors while in patients with verified metastasis, CK-19 was detected in 65%, HER-2 in 20%, MAGE-A3 in 30%, hMAM in 20% and TWIST-1 in 20%. In operable breast cancer patients, CK-19 was detected in 26.6%, HER-2 in 12.5%, TWIST-1 in 31.2%, MAGE-A3 in 18.7% while hMAM was detected in 10.9% of the patients.
Conclusions: Our results show that individual gene expression can be readily measured in CTCs using a bead-based platform. This may form an efficient basis for a multiplex approach to measure multiple genes (up to 100) in the same sample, thus saving sample volume and reducing the total cost and time of analysis. This is the first time that the Luminex technology is used for gene expression studies in CTCs.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 102nd Annual Meeting of the American Association for Cancer Research; 2011 Apr 2-6; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2011;71(8 Suppl):Abstract nr 969. doi:10.1158/1538-7445.AM2011-969
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Affiliation(s)
| | | | - Nikos Malamos
- 2Medical Oncology Unit, “Helena Venizelou” Hospital, Athens, Greece
| | - Vassilis Georgoulias
- 3Dept of Medical Oncology, University General Hospital of Heraklion, Crete, Greece
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Markou A, Strati A, Malamos N, Georgoulias V, Lianidou ES. Molecular Characterization of Circulating Tumor Cells in Breast Cancer by a Liquid Bead Array Hybridization Assay. Clin Chem 2011; 57:421-30. [DOI: 10.1373/clinchem.2010.154328] [Citation(s) in RCA: 106] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND
Molecular characterization of circulating tumor cells (CTCs) is crucial to identify novel diagnostic and therapeutic targets for individualized therapies. We developed a multiplexed PCR-coupled liquid bead array to detect the expression of multiple genes in CTCs.
METHODS
mRNA isolated from immunomagnetically enriched CTCs was subjected to multiplex PCR for KRT19 (keratin 19; also known as CK19), ERBB2 [v-erb-b2 erythroblastic leukemia viral oncogene homolog 2, neuro/glioblastoma derived oncogene homolog (avian); also known as HER2], SCGB2A2 (secretoglobin, family 2A, member 2; also known as MGB1, mammaglobin A), MAGEA3 (melanoma antigen family A, 3), TWIST-1 [twist homolog 1 (Drosophila)], and HMBS (hydroxymethylbilane synthase; also known as PBGD). Biotinylated amplicons were hybridized against fluorescent microspheres carrying gene-specific capture probes and incubated with streptavidin–phycoerythrin. We quantified the captured labeled amplicons and decoded the beads by Luminex flow cytometry. The assay was validated for limit of detection, specificity, and comparison with reverse-transcription quantitative PCR (RT-qPCR), and its clinical performance was evaluated in 64 patients with operable breast cancer, 20 patients with metastasis, and 17 healthy individuals.
RESULTS
The assay was specific for each gene in complex multiplexed formats and could detect the expression of each gene at the level of a single SK-BR-3 cell. The assay produced results comparable to those for RT-qPCR for each gene. None of the genes tested was detected in the CTC fraction of healthy donors. We detected KRT19, ERBB2, MAGEA3, SCGB2A2, and TWIST1 in 26.6%, 12.5%, 18.7%, 10.9%, and 31.2% of operable breast cancer patients, respectively, and detected the corresponding genes in 65%, 20%, 30%, 20%, and 20% of patients with verified metastasis, respectively.
CONCLUSIONS
The expression of 6 genes in CTCs can be measured simultaneously and reliably, thereby saving precious sample and reducing the costs and time of analysis.
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Affiliation(s)
- Athina Markou
- Laboratory of Analytical Chemistry, University of Athens, Athens, Greece
| | - Areti Strati
- Laboratory of Analytical Chemistry, University of Athens, Athens, Greece
| | - Nikos Malamos
- Medical Oncology Unit, “Helena Venizelou” Hospital, Athens, Greece
| | - Vasilis Georgoulias
- Department of Medical Oncology, University General Hospital of Heraklion, Heraklion, Greece
| | - Evi S Lianidou
- Laboratory of Analytical Chemistry, University of Athens, Athens, Greece
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