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Mostert B, Sieuwerts AM, Bolt-de Vries J, Kraan J, Lalmahomed Z, van Galen A, van der Spoel P, de Weerd V, Ramírez-Moreno R, Smid M, Verhoef C, IJzermans JNM, Gratama JW, Sleijfer S, Foekens JA, Martens JWM. mRNA expression profiles in circulating tumor cells of metastatic colorectal cancer patients. Mol Oncol 2015; 9:920-32. [PMID: 25655581 DOI: 10.1016/j.molonc.2015.01.001] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2014] [Revised: 12/05/2014] [Accepted: 01/02/2015] [Indexed: 12/17/2022] Open
Abstract
INTRODUCTION The molecular characterization of circulating tumor cells (CTCs) is a promising tool for the repeated and non-invasive evaluation of predictive and prognostic factors. Challenges associated with CTC characterization using the only FDA approved method for CTC enumeration, the CellSearch technique, include the presence of an excess of leukocytes in CTC-enriched blood fractions. Here we aimed to identify colorectal tumor-specific gene expression levels in the blood of patients with and without detectable CTCs according to CellSearch criteria. MATERIALS AND METHODS Blood of 30 healthy donors (HDs) and 142 metastatic colorectal cancer (mCRC) patients was subjected to CellSearch CTC enumeration and isolation. In all samples, 95 mRNAs were measured by reverse transcriptase quantitative PCR (RT-qPCR). HD blood samples and patient samples with three or more CTCs were compared to identify CTC-specific mRNAs. Patient samples without detectable CTCs were separately analyzed. RESULTS Thirty-four CTC-specific mRNAs were higher expressed in patients with ≥3 CTCs compared with HDs (Mann-Whitney U-test P < 0.05). Among patients without detectable CTCs, a HD-unlike subgroup was identified which could be distinguished from HDs by the expression of epithelial genes such as KRT19, KRT20 and AGR2. Also, in an independent patient set, a similar HD-unlike group could be identified among the patients without detectable CTCs according to the CellSearch system. CONCLUSION Extensive molecular characterization of colorectal CTCs is feasible and a subgroup of patients without detectable CTCs according to CellSearch criteria bears circulating tumor load, which may have clinical consequences. This CTC-specific gene panel for mCRC patients may enable the exploration of CTC characterization as a novel means to further individualize cancer treatment.
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Affiliation(s)
- Bianca Mostert
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Anieta M Sieuwerts
- Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Joan Bolt-de Vries
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Jaco Kraan
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Zarina Lalmahomed
- Department of Surgery, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Anne van Galen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Petra van der Spoel
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Vanja de Weerd
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Raquel Ramírez-Moreno
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Marcel Smid
- Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Cornelis Verhoef
- Department of Surgery, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Jan N M IJzermans
- Department of Surgery, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Jan W Gratama
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Stefan Sleijfer
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands; Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands
| | - John A Foekens
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands
| | - John W M Martens
- Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, Netherlands.
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Mostert B, Jiang Y, Sieuwerts AM, Wang H, Bolt-de Vries J, Biermann K, Kraan J, Lalmahomed Z, van Galen A, de Weerd V, van der Spoel P, Ramírez-Moreno R, Verhoef C, Ijzermans JNM, Wang Y, Gratama JW, Foekens JA, Sleijfer S, Martens JWM. KRAS and BRAF mutation status in circulating colorectal tumor cells and their correlation with primary and metastatic tumor tissue. Int J Cancer 2013; 133:130-41. [PMID: 23233388 DOI: 10.1002/ijc.27987] [Citation(s) in RCA: 115] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2012] [Accepted: 09/10/2012] [Indexed: 12/26/2022]
Abstract
Although anti-EGFR therapy has established efficacy in metastatic colorectal cancer, only 10-20% of unselected patients respond. This is partly due to KRAS and BRAF mutations, which are currently assessed in the primary tumor. To improve patient selection, assessing mutation status in circulating tumor cells (CTCs), which possibly better represent metastases than the primary tumor, could be advantageous. We investigated the feasibility of KRAS and BRAF mutation detection in colorectal CTCs by comparing three sensitive methods and compared mutation status in matching primary tumor, liver metastasis and CTCs. CTCs were isolated from blood drawn from 49 patients before liver resection using CellSearch™. DNA and RNA was isolated from primary tumors, metastases and CTCs. Mutations were assessed by co-amplification at lower denaturation temperature-PCR (Transgenomic™), real-time PCR (EntroGen™) and nested Allele-Specific Blocker (ASB-)PCR and confirmed by Sanger sequencing. In 43 of the 49 patients, tissue RNA and DNA was of sufficient quantity and quality. In these 43 patients, discordance between primary and metastatic tumor was 23% for KRAS and 7% for BRAF mutations. RNA and DNA from CTCs was available from 42 of the 43 patients, in which ASB-PCR was able to detect the most mutations. Inconclusive results in patients with low CTC counts limited the interpretation of discrepancies between tissue and CTCs. Determination of KRAS and BRAF mutations in CTCs is challenging but feasible. Of the tested methods, nested ASB-PCR, enabling detection of KRAS and BRAF mutations in patients with as little as two CTCs, seems to be superior.
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Affiliation(s)
- Bianca Mostert
- Department of Medical Oncology, Erasmus University Medical Center, Daniel den Hoed Cancer Center, Rotterdam, The Netherlands
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Mostert B, Sieuwerts AM, van Galen AM, Vries JBD, Kraan J, Lalmahomed Z, Verhoef C, IJzermans JN, de Weerd V, van der Spoel P, Ramírez-Moreno R, Jiang J, Wang Y, Gratama JW, Sleijfer S, Foekens JA, Martens JW. Abstract 3409: Generation of mRNA and miRNA gene expression profiles in circulating tumor cells of metastatic colorectal cancer patients. Cancer Res 2012. [DOI: 10.1158/1538-7445.am2012-3409] [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
Patients with solitary resectable liver metastases might benefit from curative liver resection, but unfortunately, half of the patients relapse within one year after this major surgery. Reliable prognostic factors are urgently needed to identify those patients benefitting from liver metastasis resection. Circulating tumor cells (CTCs) have been identified as a powerful prognostic marker in metastatic colorectal cancer. In addition to enumeration, CTCs can be enriched for subsequent molecular characterization. In this sense, CTCs are a very promising diagnostic and prognostic tool enabling the repeated and non-invasive evaluation of the expression of drug targets, predictive and prognostic factors at the time of metastasis resection. Here, we describe the identification of a CTC-specific mRNA and miRNA profile generated on CTC-enriched fractions isolated from blood drawn from metastatic CRC patients at the time of liver metastasis resection, and their correlation with clinical parameters. In this study we included 161 metastatic colorectal cancer patients who were about to undergo liver metastasis resection and 30 healthy donors (HD). CTCs were isolated from 30 mL blood using the CellSearch Profile Kit (Veridex LLC) after a modified Ficoll enrichment, and HD blood was subjected to the same procedure. Total RNA was isolated from the enriched CTC fraction and a panel of mRNAs and miRNAs with potential clinical relevance was measured in CTCs and in enriched HD blood to identify CTC-specific genes. Gene expression levels of CTC-specific mRNAs and miRNAs were correlated with clinical parameters. From 100 of these patients, the liver resection indeed showed pathology-confirmed metastasis of colorectal origin and both mRNA and miRNA was of sufficient quality. These 100 patients (mean age 63, range 40 - 85) had a median CTC count of 1 (range 0 - 35) per 30 mL blood. Most patients (63%) presented with synchronous metastatic disease and median time between primary tumor resection and metastasis was 313 days (range 0 - 2486). Just over half of patients (52%) had received induction chemotherapy before liver surgery. Out of 96 mRNAs and 45 miRNAs, we were able to identify a panel of CTC-specific mRNAs and miRNAs, of which the transcripts were more abundantly expressed in patients with β2 CTCs compared to 30 healthy donors (Mann-Whitney U-test P<0.05). Among the differentially expressed were, besides epithelial-specific genes, genes involved in cell differentiation, proliferation and inflammation. Associations between CTC gene expression and clinicopathologic characteristics will be presented at the meeting. In this study, we show that it is feasible to molecularly characterize rare CTCs from colorectal cancer patients in a background of leukocytes, a promising application which will greatly increase the amount of information that can be obtained from the CTCs of colorectal cancer patients.
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 3409. doi:1538-7445.AM2012-3409
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Affiliation(s)
- Bianca Mostert
- 1Erasmus MC, Daniel den Hoed Cancer Center, Rotterdam, Netherlands
| | - Anieta M. Sieuwerts
- 2Erasmus MC, Josephine Nefkens Institute and Cancer Genomics Centre, Rotterdam, Netherlands
| | - Anne M. van Galen
- 2Erasmus MC, Josephine Nefkens Institute and Cancer Genomics Centre, Rotterdam, Netherlands
| | - Joan Bolt-de Vries
- 2Erasmus MC, Josephine Nefkens Institute and Cancer Genomics Centre, Rotterdam, Netherlands
| | - Jaco Kraan
- 1Erasmus MC, Daniel den Hoed Cancer Center, Rotterdam, Netherlands
| | | | | | | | - Vanja de Weerd
- 2Erasmus MC, Josephine Nefkens Institute and Cancer Genomics Centre, Rotterdam, Netherlands
| | | | | | - John Jiang
- 5Veridex LLC, Molecular Diagnostics R&D, Raritan, NJ
| | - Yixin Wang
- 5Veridex LLC, Molecular Diagnostics R&D, Raritan, NJ
| | - Jan W. Gratama
- 1Erasmus MC, Daniel den Hoed Cancer Center, Rotterdam, Netherlands
| | - Stefan Sleijfer
- 1Erasmus MC, Daniel den Hoed Cancer Center, Rotterdam, Netherlands
| | - John A. Foekens
- 2Erasmus MC, Josephine Nefkens Institute and Cancer Genomics Centre, Rotterdam, Netherlands
| | - John W.M Martens
- 2Erasmus MC, Josephine Nefkens Institute and Cancer Genomics Centre, Rotterdam, Netherlands
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Mostert B, Kraan J, Sieuwerts AM, van der Spoel P, Bolt-de Vries J, Prager-van der Smissen WJC, Smid M, Timmermans AM, Martens JWM, Gratama JW, Foekens JA, Sleijfer S. CD49f-based selection of circulating tumor cells (CTCs) improves detection across breast cancer subtypes. Cancer Lett 2011; 319:49-55. [PMID: 22202642 DOI: 10.1016/j.canlet.2011.12.031] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2011] [Revised: 12/16/2011] [Accepted: 12/16/2011] [Indexed: 12/23/2022]
Abstract
Circulating tumor cells (CTCs) can be enumerated using CellSearch, but not all breast cancer subtypes, specifically those with epithelial-mesenchymal transition (EMT) characteristics, sufficiently express the enrichment (EpCAM) and selection (CK8/18/19) markers used in this method. While CD146 can detect EpCAM-negative CTCs, we here evaluated the value of various cytokeratins and CD49f to detect CK8/18/19-negative CTCs. The tested cytokeratins provided no substantial benefit, but adding CD49f to CK8/18/19 as a selection marker resulted in improved recovery of normal-like cell lines. Combined staining of CK8/18/19 and CD49f after CD146/EpCAM enrichment is likely to further improve CTC detection in breast cancer.
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Affiliation(s)
- Bianca Mostert
- Erasmus MC, Department of Medical Oncology, Daniel den Hoed Cancer Center and Laboratory of Translational Tumor Immunology, Groene Hilledijk 301, 3075 EA Rotterdam, The Netherlands.
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Sieuwerts AM, Mostert B, Bolt-de Vries J, Peeters D, de Jongh FE, Stouthard JML, Dirix LY, van Dam PA, Van Galen A, de Weerd V, Kraan J, van der Spoel P, Ramírez-Moreno R, van Deurzen CHM, Smid M, Yu JX, Jiang J, Wang Y, Gratama JW, Sleijfer S, Foekens JA, Martens JWM. mRNA and microRNA expression profiles in circulating tumor cells and primary tumors of metastatic breast cancer patients. Clin Cancer Res 2011; 17:3600-18. [PMID: 21505063 DOI: 10.1158/1078-0432.ccr-11-0255] [Citation(s) in RCA: 191] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
PURPOSE Molecular characterization of circulating tumor cells (CTC) holds great promise. Unfortunately, routinely isolated CTC fractions currently still contain contaminating leukocytes, which makes CTC-specific molecular characterization extremely challenging. In this study, we determined mRNA and microRNA (miRNA) expression of potentially CTC-specific genes that are considered to be clinically relevant in breast cancer. EXPERIMENTAL DESIGN CTCs were isolated with the epithelial cell adhesion molecule-based CellSearch Profile Kit. Selected genes were measured by real-time reverse transcriptase PCR in CTCs of 50 metastatic breast cancer patients collected before starting first-line systemic therapy in blood from 53 healthy blood donors (HBD) and in primary tumors of 8 of the patients. The molecular profiles were associated with CTC counts and clinical parameters and compared with the profiles generated from the corresponding primary tumors. RESULTS We identified 55 mRNAs and 10 miRNAs more abundantly expressed in samples from 32 patients with at least 5 CTCs in 7.5 mL of blood compared with samples from 9 patients without detectable CTCs and HBDs. Clustering analysis resulted in 4 different patient clusters characterized by 5 distinct gene clusters. Twice the number of patients from cluster 2 to 4 had developed both visceral and nonvisceral metastases. Comparing transcript levels in CTCs with those measured in corresponding primary tumors showed clinically relevant discrepancies in estrogen receptor and HER2 levels. CONCLUSIONS Our study shows that molecular profiling of low numbers of CTCs in a high background of leukocytes is feasible and shows promise for further studies on the clinical relevance of molecular characterization of CTCs.
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Affiliation(s)
- Anieta M Sieuwerts
- Department of Medical Oncology, Josephine Nefkens Institute and Cancer Genomics Centre, Rotterdam, The Netherlands
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Sieuwerts AM, Kraan J, Bolt-de Vries J, van der Spoel P, Mostert B, Martens JWM, Gratama JW, Sleijfer S, Foekens JA. Molecular characterization of circulating tumor cells in large quantities of contaminating leukocytes by a multiplex real-time PCR. Breast Cancer Res Treat 2008; 118:455-68. [PMID: 19115104 DOI: 10.1007/s10549-008-0290-0] [Citation(s) in RCA: 154] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2008] [Accepted: 12/10/2008] [Indexed: 12/12/2022]
Abstract
Detection of circulating tumor cells (CTCs) in whole blood from metastatic cancer patients by the CellSearch CTC Test (Veridex LLC, Warren, NJ, USA) has been shown to have clinical relevance. In addition to enumeration, there is great interest in molecular characterization of these CTCs. We aimed to establish a robust method to perform mRNA expression analysis of multiple genes by a real-time reverse transcriptase (RT)-PCR on small numbers of CTCs enriched from whole blood by the CellSearch system. Despite the 4 log depletion of leukocytes after CellSearch enrichment, the CTC-enriched fractions still contained leukocytes, in particular B-lymphocytes, which severely interfered with our CTC-specific gene expression profiling. After extensive washing and leukocyte-specific depletion by anti-CD45 coated magnetic beads prior to CellSearch enrichment, the number of leukocytes present in the enriched fraction was still high (range 60-929). However, by using a set of genes with no or minor expression by leukocytes, we succeeded to perform quantitative gene expression profiling specific for as little as one breast cancer CTC present in a CTC-enriched environment typically containing over 800 contaminating leukocytes. Our method allows molecular characterization specific for as little as one CTC, and can be used to expand the understanding of the biology of metastasis and, potentially, to improve patient management.
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Affiliation(s)
- Anieta M Sieuwerts
- Department of Medical Oncology, Josephine Nefkens Institute and Cancer Genomics Centre, Erasmus MC, Room BE-400, Dr. Molewaterplein 50, 3015 GE, Rotterdam, The Netherlands.
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Sieuwerts AM, Kraan J, Bolt J, van der Spoel P, Elstrodt F, Schutte M, Martens JWM, Gratama JW, Sleijfer S, Foekens JA. Anti-epithelial cell adhesion molecule antibodies and the detection of circulating normal-like breast tumor cells. J Natl Cancer Inst 2008; 101:61-6. [PMID: 19116383 PMCID: PMC2639293 DOI: 10.1093/jnci/djn419] [Citation(s) in RCA: 342] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Identification of specific subtypes of circulating tumor cells in peripheral blood of cancer patients can provide information about the biology of metastasis and improve patient management. However, to be effective, the method used to identify circulating tumor cells must detect all tumor cell types. We investigated whether the five subtypes of human breast cancer cells that have been defined by global gene expression profiling—normal-like, basal, HER2-positive, and luminal A and B—were identified by CellSearch, a US Food and Drug Administration–approved test that uses antibodies against the cell surface–expressed epithelial cell adhesion molecule (EpCAM) to isolate circulating tumor cells. We used global gene expression profiling to determine the subtypes of a well-defined panel of 34 human breast cancer cell lines (15 luminal, nine normal-like, five basal-like, and five Her2-positive). We mixed 50-150 cells from 10 of these cell lines with 7.5 mL of blood from a single healthy human donor, and the mixtures were subjected to the CellSearch test to isolate the breast cancer cells. We found that the CellSearch isolation method, which uses EpCAM on the surface of circulating tumor cells for cell isolation, did not recognize, in particular, normal-like breast cancer cells, which in general have aggressive features. New tests that include antibodies that specifically recognize normal-like breast tumor cells but not cells of hematopoietic origin are needed.
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Affiliation(s)
- Anieta M Sieuwerts
- Department of Medical Oncology, Josephine Nefkens Institute, Cancer Genomics Centre, Rotterdam, the Netherlands.
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