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Chakraborty S, Banerjee S. Understanding crosstalk of organ tropism, tumor microenvironment and noncoding RNAs in breast cancer metastasis. Mol Biol Rep 2023; 50:9601-9623. [PMID: 37792172 DOI: 10.1007/s11033-023-08852-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 09/26/2023] [Indexed: 10/05/2023]
Abstract
Cancer metastasis is one of the major clinical challenges worldwide due to limited existing effective treatments. Metastasis roots from the host organ of origin and gradually migrates to different regional and distant organs. In different breast cancer subtypes, different organs like bones, liver, lungs and brain are targeted by the metastatic tumor cells. Cancer renders mortality to their respective metastasizing sites like bones, brain, liver, and lungs. Metastatic breast cancers are best treated and managed if detected at an early stage. Metastasis is regulated by various molecular activators and suppressors. The conventional theory of 'seed and soil' states that metastatic tumor cells move to tumor microenvironment that has favorable conditions like blood flow for them to grow just like seeds grows when planted in fertile land. Additionally, different coding as well as non-coding RNAs play a very significant role in the process of metastasis by modulating their expression levels leading to a crosstalk of various tumorigenic cascades. Treatments for metastasis is also very critical in controlling this lethal process. Detecting breast cancer metastasis at an early stage is crucial for managing and predicting metastatic progression. In this review, we have compiled several factors that can be targeted to manage the onset and gradual stages of breast cancer metastasis.
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Affiliation(s)
- Sohini Chakraborty
- Department of Biotechnology, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, 632014, Tamil Nadu, India
| | - Satarupa Banerjee
- Department of Biotechnology, School of Biosciences and Technology, Vellore Institute of Technology, Vellore, 632014, Tamil Nadu, India.
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2
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Cieślikowski WA, Milecki P, Świerczewska M, Ida A, Kasperczak M, Jankowiak A, Nowicki M, Pantel K, Alix-Panabières C, Zabel M, Antczak A, Budna-Tukan J. Baseline CTC Count as a Predictor of Long-Term Outcomes in High-Risk Prostate Cancer. J Pers Med 2023; 13:jpm13040608. [PMID: 37108995 PMCID: PMC10144132 DOI: 10.3390/jpm13040608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 03/23/2023] [Accepted: 03/28/2023] [Indexed: 04/03/2023] Open
Abstract
The aim of the present study was to verify whether the baseline circulating tumor cell (CTC) count might serve as a predictor of overall survival (OS) and metastasis-free survival (MFS) in patients with high-risk prostate cancer (PCa) during a follow-up period of at least 5 years. CTCs were enumerated using three different assay formats in 104 patients: the CellSearch® system, EPISPOT assay and GILUPI CellCollector. A total of 57 (55%) patients survived until the end of the follow-up period, with a 5 year OS of 66% (95% CI: 56–74%). The analysis of univariate Cox proportional hazard models identified a baseline CTC count ≥ 1, which was determined with the CellSearch® system, a Gleason sum ≥ 8, cT ≥ 2c and metastases at initial diagnosis as significant predictors of a worse OS in the entire cohort. The CTC count ≥ 1 was also the only significant predictor of a worse OS in a subset of 85 patients who presented with localized PCa at the baseline. The baseline CTC number did not affect the MFS. In conclusion, the baseline CTC count can be considered a determinant of survival in high-risk PCa and also in patients with a localized disease. However, determining the prognostic value of the CTC count in patients with localized PCa would optimally require longitudinal monitoring of this parameter.
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Affiliation(s)
- Wojciech A. Cieślikowski
- Department of Urology, Poznan University of Medical Sciences, 62-385 Poznan, Poland
- Correspondence:
| | - Piotr Milecki
- Department of Electroradiology, Poznan University of Medical Sciences, 61-868 Poznan, Poland
| | - Monika Świerczewska
- Department of Histology and Embryology, Poznan University of Medical Sciences, 60-781 Poznan, Poland
| | - Agnieszka Ida
- Department of Urology, Poznan University of Medical Sciences, 62-385 Poznan, Poland
| | - Michał Kasperczak
- Department of Urology, Poznan University of Medical Sciences, 62-385 Poznan, Poland
| | - Agnieszka Jankowiak
- Department of Histology and Embryology, Poznan University of Medical Sciences, 60-781 Poznan, Poland
| | - Michał Nowicki
- Department of Histology and Embryology, Poznan University of Medical Sciences, 60-781 Poznan, Poland
| | - Klaus Pantel
- Department of Tumor Biology, University Medical Centre Hamburg-Eppendorf, 20246 Hamburg, Germany
| | | | - Maciej Zabel
- Division of Histology and Embryology, Department of Human Morphology and Embryology, Wroclaw Medical University, 50-368 Wroclaw, Poland
- Division of Anatomy and Histology, University of Zielona Góra, 65-046 Zielona Góra, Poland
| | - Andrzej Antczak
- Department of Urology, Poznan University of Medical Sciences, 62-385 Poznan, Poland
| | - Joanna Budna-Tukan
- Department of Histology and Embryology, Poznan University of Medical Sciences, 60-781 Poznan, Poland
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3
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Antiproliferative potentials of chitin and chitosan encapsulated gold nanoparticles derived from unhatched Artemia cysts. Chem Phys Lett 2022. [DOI: 10.1016/j.cplett.2022.139345] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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4
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Lin D, Shen L, Luo M, Zhang K, Li J, Yang Q, Zhu F, Zhou D, Zheng S, Chen Y, Zhou J. Circulating tumor cells: biology and clinical significance. Signal Transduct Target Ther 2021; 6:404. [PMID: 34803167 PMCID: PMC8606574 DOI: 10.1038/s41392-021-00817-8] [Citation(s) in RCA: 347] [Impact Index Per Article: 115.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 10/06/2021] [Accepted: 10/27/2021] [Indexed: 02/07/2023] Open
Abstract
Circulating tumor cells (CTCs) are tumor cells that have sloughed off the primary tumor and extravasate into and circulate in the blood. Understanding of the metastatic cascade of CTCs has tremendous potential for the identification of targets against cancer metastasis. Detecting these very rare CTCs among the massive blood cells is challenging. However, emerging technologies for CTCs detection have profoundly contributed to deepening investigation into the biology of CTCs and have facilitated their clinical application. Current technologies for the detection of CTCs are summarized herein, together with their advantages and disadvantages. The detection of CTCs is usually dependent on molecular markers, with the epithelial cell adhesion molecule being the most widely used, although molecular markers vary between different types of cancer. Properties associated with epithelial-to-mesenchymal transition and stemness have been identified in CTCs, indicating their increased metastatic capacity. Only a small proportion of CTCs can survive and eventually initiate metastases, suggesting that an interaction and modulation between CTCs and the hostile blood microenvironment is essential for CTC metastasis. Single-cell sequencing of CTCs has been extensively investigated, and has enabled researchers to reveal the genome and transcriptome of CTCs. Herein, we also review the clinical applications of CTCs, especially for monitoring response to cancer treatment and in evaluating prognosis. Hence, CTCs have and will continue to contribute to providing significant insights into metastatic processes and will open new avenues for useful clinical applications.
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Affiliation(s)
- Danfeng Lin
- Department of Breast Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Department of Breast Surgery, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Lesang Shen
- Department of Breast Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Meng Luo
- Department of Breast Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Kun Zhang
- Department of Breast Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jinfan Li
- Department of Pathology, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Qi Yang
- Department of Pathology, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Fangfang Zhu
- Department of Breast Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Dan Zhou
- Department of Surgery, Traditional Chinese Medical Hospital of Zhuji, Shaoxing, China
| | - Shu Zheng
- Department of Breast Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yiding Chen
- Department of Breast Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
| | - Jiaojiao Zhou
- Department of Breast Surgery, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
- Cancer Institute (Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education), the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
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5
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Clinical Relevance of Circulating Tumor Cells in Prostate Cancer Management. Biomedicines 2021; 9:biomedicines9091179. [PMID: 34572366 PMCID: PMC8471111 DOI: 10.3390/biomedicines9091179] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 08/29/2021] [Accepted: 09/04/2021] [Indexed: 02/08/2023] Open
Abstract
Given the low specificity of the routinely used biomarker prostate-specific antigen, circulating tumor cell (CTC) enumeration seems to be particularly useful in the monitoring of prostate cancer. In this review, we focused on a few aspects of CTC enumeration in prostate malignancies: prognostic value in metastatic and non-metastatic tumors, role in the monitoring of treatment outcomes, use as a surrogate marker for survival, and other applications, mostly for research purposes. CTC enumeration, without a doubt, offers an attractive perspective in the management of prostate cancer. However, the vast majority of available data about the role of CTC in this malignancy originate from randomized studies of anticancer agents and do not necessarily translate into real-world clinical practice. Further, most studies on the application of CTC in prostate cancer patients were limited to advanced stages of this malignancy. Meanwhile, the role of CTC in the early stages of prostate cancer, in which some patients may present with occult disseminated disease, is still relatively poorly understood, and should thus be studied extensively. Other obstacles in the widespread application of CTC enumeration in routine clinical practice include considerable discrepancies in the number of cells determined with various commercially available systems.
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Chong W, Zhang Z, Luo R, Gu J, Lin J, Wei Q, Li B, Myers R, Lu-Yao G, Kelly WK, Wang C, Yang H. Integration of circulating tumor cell and neutrophil-lymphocyte ratio to identify high-risk metastatic castration-resistant prostate cancer patients. BMC Cancer 2021; 21:655. [PMID: 34078304 PMCID: PMC8170812 DOI: 10.1186/s12885-021-08405-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Accepted: 05/18/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND The neutrophil-lymphocyte ratio (NLR), platelet-lymphocyte ratio (PLR), and circulating tumor cells (CTCs) have been associated with survival in castration-resistant prostate cancer (CRPC). However, no study has examined the prognostic value of NLR and PLR in the context of CTCs. METHODS Baseline CTCs from mCRPC patients were enumerated using the CellSearch System. Baseline NLR and PLR values were calculated using the data from routine complete blood counts. The associations of CTC, NLR, and PLR values, individually and jointly, with progression-free survival (PFS) and overall survival (OS), were evaluated using Kaplan-Meier analysis, as well as univariate and multivariate Cox models. RESULTS CTCs were detected in 37 (58.7%) of 63 mCRPC patients, and among them, 16 (25.4%) had ≥5 CTCs. The presence of CTCs was significantly associated with a 4.02-fold increased risk for progression and a 3.72-fold increased risk of death during a median follow-up of 17.6 months. OS was shorter among patients with high levels of NLR or PLR than those with low levels (log-rank P = 0.023 and 0.077). Neither NLR nor PLR was individually associated with PFS. Among the 37 patients with detectable CTCs, those with a high NLR had significantly shorter OS (log-rank P = 0.024); however, among the 26 patients without CTCs, the OS difference between high- and low-NLR groups was not statistically significant. Compared to the patients with CTCs and low NLR, those with CTCs and high levels of NLR had a 3.79-fold risk of death (P = 0.036). This association remained significant after adjusting for covariates (P = 0.031). Combination analyses of CTC and PLR did not yield significant results. CONCLUSION Among patients with detectable CTCs, the use of NLR could further classify patients into different risk groups, suggesting a complementary role for NLR in CTC-based prognostic stratification in mCRPC.
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Affiliation(s)
- Weelic Chong
- Department of Medical Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Zhenchao Zhang
- Department of Medical Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Rui Luo
- Department of Medical Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Jian Gu
- Department of Epidemiology, MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Jianqing Lin
- Department of Medicine, GW Cancer Center, George Washington University, Washington, DC, 20037, USA
| | - Qiang Wei
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN, 37235, USA
| | - Bingshan Li
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN, 37235, USA
| | - Ronald Myers
- Department of Medical Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Grace Lu-Yao
- Department of Medical Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - William Kevin Kelly
- Department of Medical Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Chun Wang
- Department of Medical Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, 19107, USA.
| | - Hushan Yang
- Department of Medical Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, 19107, USA.
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7
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Li F, Xiang H, Pang Z, Chen Z, Dai J, Chen S, Xu B, Zhang T. Association between lactate dehydrogenase levels and oncologic outcomes in metastatic prostate cancer: A meta-analysis. Cancer Med 2020; 9:7341-7351. [PMID: 32452656 PMCID: PMC7541156 DOI: 10.1002/cam4.3108] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Revised: 04/16/2020] [Accepted: 04/17/2020] [Indexed: 12/24/2022] Open
Abstract
Purpose Previous studies have provided evidence of the high expression of lactate dehydrogenase (LDH) in multiple solid tumors; however, its prognostic relationship with metastatic prostate cancer (mPCa) remains controversial. We performed a meta‐analysis to better understand the prognostic potential of LDH in mPCa. Methods In our investigation, we included PubMed, Embase, Web of Science, and Cochrane Library as web‐based resources, as well as studies published before January 2020 on the predictive value of LDH in mPCa. We independently screened the studies according to the inclusion and exclusion criteria, evaluated the quality of the literature, extracted the data, and used RevMan 5.3 and STATA12.0 software for analysis. Result From the 38 published studies, the records of 9813 patients with mPCa were included in this meta‐analysis. We observed that higher levels of LDH in patients with mPCa were significantly associated with poorer overall survival (OS) (HR = 2.17, 95% CI: 1.91‐2.47, P < .00001) and progression‐free survival (PFS) (HR = 1.60, 95% CI: 1.20‐2.13, P = .001). The subgroup analyses indicated that the negative prognostic impact of higher levels of LDH on the oncologic outcomes of mPCa was significant regardless of ethnicity, publication year, sample size, analysis type, treatment type, age, and disease state. Conclusion Our analysis suggested the association between a higher level of LDH and poorer OS and PFS in patients with mPCa. As a parameter that can be conveniently evaluated, the LDH levels should be included as a valuable biomarker in the management of mPCa.
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Affiliation(s)
- Fan Li
- Department of Urology, Affiliated Hospital of Guilin Medical University, Guilin Medical University, Guilin, China
| | - Hui Xiang
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Zisen Pang
- Department of Urology, Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Zejia Chen
- Department of Urology, Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Jinlong Dai
- Department of Urology, Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Shu Chen
- Department of Urology, Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Bin Xu
- Department of Urology, Affiliated Hospital of Guilin Medical University, The Second Affiliated Hospital Of Guilin Medical University, Guilin, China
| | - Tianyu Zhang
- Department of Urology, Affiliated Hospital of Guilin Medical University, Guilin, China
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8
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Mamdouhi T, Twomey JD, McSweeney KM, Zhang B. Fugitives on the run: circulating tumor cells (CTCs) in metastatic diseases. Cancer Metastasis Rev 2020; 38:297-305. [PMID: 31053984 PMCID: PMC6647404 DOI: 10.1007/s10555-019-09795-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The presence of circulating tumor cells (CTCs) in the bloodstream signals the existence of a tumor and denotes risk of metastatic spread. CTCs can be isolated and analyzed to monitor cancer progression and therapeutic response. However, CTC isolation devices have shown considerable variation in detection rates, limiting their use as a routine diagnostic and monitoring tool. In this review, we discuss recent advances in CTC detection methodologies and associated clinical studies. We provide perspective on the future direction of CTC isolation and molecular characterization towards developing reliable biomarkers that monitor disease progression or therapeutic response.
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Affiliation(s)
- Tania Mamdouhi
- Office of Biotechnology Products, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, MD, 20993, USA
| | - Julianne D Twomey
- Office of Biotechnology Products, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, MD, 20993, USA
| | - K Melodi McSweeney
- Office of Biotechnology Products, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, MD, 20993, USA
| | - Baolin Zhang
- Office of Biotechnology Products, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, MD, 20993, USA.
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Mori K, Kimura S, Parizi MK, Enikeev DV, Glybochko PV, Seebacher V, Fajkovic H, Mostafaei H, Lysenko I, Janisch F, Egawa S, Shariat SF. Prognostic Value of Lactate Dehydrogenase in Metastatic Prostate Cancer: A Systematic Review and Meta-analysis. Clin Genitourin Cancer 2019; 17:409-418. [PMID: 31558410 DOI: 10.1016/j.clgc.2019.07.009] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2019] [Revised: 07/03/2019] [Accepted: 07/15/2019] [Indexed: 02/08/2023]
Abstract
The purpose of this study was to assess the prognostic value of lactate dehydrogenase (LDH) in patients with metastatic prostate cancer (PC). A systematic review and meta-analysis was performed in March 2019 according to the Preferred Reporting Items for Systematic Review and Meta-analysis statement. Studies were deemed eligible if they compared patients with PC with high versus low LDH to determine the predictive value of LDH for overall survival (OS), cancer-specific survival (CSS), and progression-free survival (PFS). We performed a formal meta-analysis for both OS and PFS. A total of 59 articles with 14,851 patients were included in the systematic review and 45 studies with 12,224 patients for the qualitative assessment. High LDH was associated with both worse OS (pooled hazard ratio [HR], 2.07; 95% confidence interval [CI], 1.75-2.44) and PFS (pooled HR, 1.08; 95% CI, 1.01-1.16). In subgroup analyses of both patients with castration-resistant prostate cancer (CRPC) and those with hormone-sensitive prostate cancer (HSPC), LDH was associated with OS (pooled HR, 2.02; 95% CI, 1.69-2.42 and pooled HR, 2.25; 95% CI, 1.78-2.84, respectively). In patients with CRPC, LDH was associated with OS in those treated with docetaxel systemic chemotherapy and androgen receptor-axis-targeting agents (pooled HR, 2.03; 95% CI, 1.37-3.00 and pooled HR, 1.79; 95% CI, 1.25-2.57, respectively). Elevated serum levels of LDH were associated with an increased risk of mortality and progression in patients with metastatic PC. LDH was independently associated with OS in both patients with CRPC and HSPC. LDH could be integrated into prognostic tools that help guide treatment strategy, thereby facilitating the shared decision-making process.
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Affiliation(s)
- Keiichiro Mori
- Department of Urology, Medical University of Vienna, Vienna, Austria; Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Shoji Kimura
- Department of Urology, Medical University of Vienna, Vienna, Austria; Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Mehdi Kardoust Parizi
- Department of Urology, Medical University of Vienna, Vienna, Austria; Department of Urology, Shariati Hospital, Tehran University of Medical Sciences, Teheran, Iran
| | - Dmitry V Enikeev
- Institute for Urology and Reproductive Health, I.M. Sechenov First Moscow State Medical University, Moscow, Russia
| | - Petr V Glybochko
- Institute for Urology and Reproductive Health, I.M. Sechenov First Moscow State Medical University, Moscow, Russia
| | | | - Harun Fajkovic
- Department of Urology, Medical University of Vienna, Vienna, Austria; Karl Landsteiner Institute of Urology and Andrology, Vienna, Austria
| | - Hadi Mostafaei
- Department of Urology, Medical University of Vienna, Vienna, Austria; Department of Urology, Medical University of Hamburg, Hamburg, Germany
| | - Ivan Lysenko
- Department of Urology, Medical University of Vienna, Vienna, Austria
| | - Florian Janisch
- Department of Urology, Medical University of Vienna, Vienna, Austria; Research Center for Evidence-based Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Shin Egawa
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Shahrokh F Shariat
- Department of Urology, Medical University of Vienna, Vienna, Austria; Department of Urology, Weill Cornell Medical College, New York, NY; Department of Urology, University of Texas Southwestern, Dallas, TX; Karl Landsteiner Institute of Urology and Andrology, Vienna, Austria; Department of Urology, Second Faculty of Medicine, Charles University, Prague, Czech Republic; Institute for Urology and Reproductive Health, I.M. Sechenov First Moscow State Medical University, Moscow, Russia.
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10
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Lozar T, Gersak K, Cemazar M, Kuhar CG, Jesenko T. The biology and clinical potential of circulating tumor cells. Radiol Oncol 2019; 53:131-147. [PMID: 31104002 PMCID: PMC6572494 DOI: 10.2478/raon-2019-0024] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2019] [Accepted: 05/03/2019] [Indexed: 02/06/2023] Open
Abstract
Background Tumor cells can shed from the tumor, enter the circulation and travel to distant organs, where they can seed metastases. These cells are called circulating tumor cells (CTCs). The ability of CTCs to populate distant tissues and organs has led us to believe they are the primary cause of cancer metastasis. The biological properties and interaction of CTCs with other cell types during intravasation, circulation in the bloodstream, extravasation and colonization are multifaceted and include changes of CTC phenotypes that are regulated by many signaling molecules, including cytokines and chemokines. Considering a sample is readily accessible by a simple blood draw, monitoring CTC levels in the blood has exceptional implications in oncology field. A method called the liquid biopsy allows the extraction of not only CTC, but also CTC products, such as cell free DNA (cfDNA), cell free RNA (cfRNA), microRNA (miRNA) and exosomes. Conclusions The clinical utility of CTCs and their products is increasing with advances in liquid biopsy technology. Clinical applications of liquid biopsy to detect CTCs and their products are numerous and could be used for screening of the presence of the cancer in the general population, as well as for prognostic and predictive biomarkers in cancer patients. With the development of better CTC isolation technologies and clinical testing in large prospective trials, increasing clinical utility of CTCs can be expected. The understanding of their biology and interactions with other cell types, particularly with those of the immune system and the rise of immunotherapy also hold great promise for novel therapeutic possibilities.
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Affiliation(s)
- Taja Lozar
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Klara Gersak
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
- Institute of Oncology Ljubljana, Ljubljana, Slovenia
- General Hospital Izola, Izola, Slovenia
| | - Maja Cemazar
- Institute of Oncology Ljubljana, Ljubljana, Slovenia
- Faculty of Health Sciences, University of Primorska, Izola, Slovenia
| | | | - Tanja Jesenko
- Institute of Oncology Ljubljana, Ljubljana, Slovenia
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Pantel K, Hille C, Scher HI. Circulating Tumor Cells in Prostate Cancer: From Discovery to Clinical Utility. Clin Chem 2019; 65:87-99. [DOI: 10.1373/clinchem.2018.287102] [Citation(s) in RCA: 88] [Impact Index Per Article: 17.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Accepted: 11/07/2018] [Indexed: 11/06/2022]
Abstract
Abstract
BACKGROUND
Prostate cancer represents the most common non–skin cancer type in men. Unmet needs include understanding prognosis to determine when intervention is needed and what type, prediction to guide the choice of a systemic therapy, and response indicators to determine whether a treatment is working. Over the past decade, the “liquid biopsy,” characterized by the analysis of tumor cells and tumor cell products such as cell-free nucleic acids (DNA, microRNA) or extracellular vesicles circulating in the blood of cancer patients, has received considerable attention.
CONTENT
Among those biomarkers, circulating tumor cells (CTCs) have been most intensively analyzed in prostate cancer. Here we discuss recent studies on the enumeration and characterization of CTCs in peripheral blood and how this information can be used to develop biomarkers for each of these clinical contexts. We focus on clinical applications in men with metastatic castration-resistant prostate cancer, in whom CTCs are more often detected and at higher numbers, and clinical validation for different contexts of use is most mature.
SUMMARY
The overall goal of CTC-based liquid biopsy testing is to better inform medical decision-making so that patient outcomes are improved.
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Affiliation(s)
- Klaus Pantel
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Claudia Hille
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Howard I Scher
- Department of Medicine, Memorial Sloan Kettering Cancer Center, Weill Cornell College of Medicine, New York, NY
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12
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Chen J, Cao S, Situ B, Zhong J, Hu Y, Li S, Huang J, Xu J, Wu S, Lin J, Zhao Q, Cai Z, Zheng L, Wang Q. Metabolic reprogramming-based characterization of circulating tumor cells in prostate cancer. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2018; 37:127. [PMID: 29954422 PMCID: PMC6025832 DOI: 10.1186/s13046-018-0789-0] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Accepted: 06/12/2018] [Indexed: 01/01/2023]
Abstract
BACKGROUND Circulating tumor cells (CTCs), an advantageous target of liquid biopsy, is an important biomarker for the prognosis and monitoring of cancer. Currently, detection techniques for CTCs are mainly based on the physical and/or epithelial characteristics of tumor cells. However, biofunctional activity markers that can indicate the high metastatic capacity of CTCs are lacking. METHODS Functional microarray, quantitative real-time polymerase chain reaction, and Western blot were used on five prostate cancer cell lines with different metastatic capacities to identify the metastasis-related metabolic genes. The identified genes were detected in the CTCs of 64 clinical samples using the RNA in situ hybridization. A multi-criteria weighted model was used to determine the optimal metabolic markers for the CTCs test. Based on five fluorescent signals targeting DAPI, CD45, metabolic, epithelial (EpCAM/CKs), and mesenchymal (Vimentin/Twist) markers, the filtration-enriched CTCs were classified as GM+CTCs/GM-CTCs (metabolic types) or E-CTCs/H-CTCs/M-CTCs (EMT types). Correlation analysis and ROC curve were conducted on 54 prostate cancer samples to evaluate the clinical significance of CTCs subtypes. RESULTS Eight metastasis-related metabolic genes were identified, including HK2, PDP2, G6PD, PGK1, PHKA1, PYGL, PDK1, and PKM2. Among them, PGK1 and G6PD were determined as optimal glucose metabolic (GM) markers for CTCs. GM+CTCs (marked by PGK1/G6PD) were detectable in 64.8% (35/54) of prostate cancer patients, accounting for 46.5% (134/288) of total CTCs. An increased GM+CTCs level was associated with advanced tumor stage and metastasis (P < 0.05). In the discrimination of cancer metastasis from non-metastasis, GM+CTCs presented a higher AUC of the ROC curve (0.780) compared with the EMT CTCs subtypes (E-CTCs 0.729, H-CTCs 0.741, and M-CTCs 0.648). A triple tPSA-Gleason-GM+CTCs marker increased the AUC to 0.904, which was better than that of the tPSA-Gleason-H-CTCs marker (0.874). CONCLUSIONS The metabolic marker (PGK1/G6PD) is determined as the indicator for the biofunctional activity analysis of CTCs, compared with the existing morphological (EMT) classification on CTCs. The metabolic characterization of CTCs demonstrates that hypermetabolic GM+CTCs are promising biomarkers for prostate cancer metastasis.
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Affiliation(s)
- Jing Chen
- Laboratory Medicine Center, Nanfang Hospital, Southern Medical University, 1838 North of Guangzhou Avenue, Guangzhou, 510515, Guangdong, China.,Guangdong Engineering and Technology Research Center for Rapid Diagnostic Biosensors, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Shunwang Cao
- Laboratory Medicine Center, Nanfang Hospital, Southern Medical University, 1838 North of Guangzhou Avenue, Guangzhou, 510515, Guangdong, China
| | - Bo Situ
- Laboratory Medicine Center, Nanfang Hospital, Southern Medical University, 1838 North of Guangzhou Avenue, Guangzhou, 510515, Guangdong, China
| | - Juan Zhong
- Department of Traditional Chinese Medicine, The First People's Hospital of Nanning, Nanning, Guangxi, China
| | - Yanwei Hu
- Laboratory Medicine Center, Nanfang Hospital, Southern Medical University, 1838 North of Guangzhou Avenue, Guangzhou, 510515, Guangdong, China
| | - Shufen Li
- Laboratory Medicine Center, Nanfang Hospital, Southern Medical University, 1838 North of Guangzhou Avenue, Guangzhou, 510515, Guangdong, China
| | - Jinlan Huang
- Department of Clinical Laboratory, First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - Jiasen Xu
- SurExam Bio-Tech, Guangzhou Technology Innovation Base, Science City, Guangzhou, Guangdong, China
| | - Shiyang Wu
- SurExam Bio-Tech, Guangzhou Technology Innovation Base, Science City, Guangzhou, Guangdong, China
| | - Jinduan Lin
- Laboratory Medicine Center, Nanfang Hospital, Southern Medical University, 1838 North of Guangzhou Avenue, Guangzhou, 510515, Guangdong, China
| | - Qianwen Zhao
- Laboratory Medicine Center, Nanfang Hospital, Southern Medical University, 1838 North of Guangzhou Avenue, Guangzhou, 510515, Guangdong, China
| | - Zhen Cai
- Laboratory Medicine Center, Nanfang Hospital, Southern Medical University, 1838 North of Guangzhou Avenue, Guangzhou, 510515, Guangdong, China.
| | - Lei Zheng
- Laboratory Medicine Center, Nanfang Hospital, Southern Medical University, 1838 North of Guangzhou Avenue, Guangzhou, 510515, Guangdong, China. .,Guangdong Engineering and Technology Research Center for Rapid Diagnostic Biosensors, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China.
| | - Qian Wang
- Laboratory Medicine Center, Nanfang Hospital, Southern Medical University, 1838 North of Guangzhou Avenue, Guangzhou, 510515, Guangdong, China. .,Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, China.
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13
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De Laere B, Oeyen S, Van Oyen P, Ghysel C, Ampe J, Ost P, Demey W, Hoekx L, Schrijvers D, Brouwers B, Lybaert W, Everaert E, Van Kerckhove P, De Maeseneer D, Strijbos M, Bols A, Fransis K, Beije N, de Kruijff I, van Dam V, Brouwer A, van Dam PJ, Van den Eynden G, Rutten A, Sleijfer S, Vandebroek J, Van Laere S, Dirix L. Circulating tumor cells and survival in abiraterone- and enzalutamide-treated patients with castration-resistant prostate cancer. Prostate 2018; 78:435-445. [PMID: 29431193 DOI: 10.1002/pros.23488] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Accepted: 01/09/2018] [Indexed: 12/16/2022]
Abstract
BACKGROUND The outcome to treatment administered to patients with metastatic castration-resistant prostate cancer (mCRPC) greatly differs between individuals, underlining the need for biomarkers guiding treatment decision making. OBJECTIVE To investigate the prognostic value of circulating tumor cell (CTC) enumeration and dynamics, in the context of second-line endocrine therapies (ie, abiraterone acetate or enzalutamide), irrespective of prior systemic therapies. DESIGN, SETTINGS, AND PARTICIPANTS In a prospective, multicentre study blood samples for CTC enumeration were collected from patients with mCRPC at baseline (n = 174). In patients who responded for minimally 10-12 weeks a follow-up sample was collected. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS For baseline analysis, patients were stratified in <5 or ≥5 CTCs/7.5 mL, whereas for the analysis of CTC dynamics at 10-12 weeks, in patients with stable, increasing or decreasing CTC counts. Progression-free survival (PFS), overall survival (OS), and PSA changes at 10-12 weeks were compared between groups. RESULTS Patients demonstrating increasing CTCs on therapy had a shorter median PFS (4.03 vs 12.98 vs 13.67 months, HR 3.6, 95%CI 1.9-6.8; P < 0.0001) and OS (11.2 months vs not reached, HR 9.5, 95%CI 3.7-24; P < 0.0001), compared to patients with decreasing or stable CTCs. Multivariable Cox regression showed that prior chemotherapy (HR 4.1, 95%CI 1.9-8.9; P = 0.0003), a high baseline CTC count (HR 1.5, 95%CI 1.2-1.9; P = 0.002) and increasing CTCs at follow-up (HR 3.3, 95%CI 1.4-7.6; P = 0.005) were independent predictors of worse PFS. Previous chemotherapy (HR 7, 95%CI 1.9-25; P = 0.003), high baseline CTC counts (HR 2.2, 95%CI 1.4-3.7; P = 0.002) and increasing CTCs during therapy (HR 4.6, 95%CI 1.4-15; P = 0.01) were independently associated with shorter OS. ≥30% and ≥50% PSA responses less frequently occurred in patients with CTC inclines at 10-12 weeks on therapy (χ2 test: P < 0.01). CONCLUSIONS CTC dynamics during therapy are associated with PSA response and provide independent clinical prognostication over PSA declines. Hence the study demonstrates the pharmacodynamic properties of CTCs.
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Affiliation(s)
- Bram De Laere
- Center for Oncological Research (CORE), University of Antwerp, Antwerp, Belgium
| | - Steffi Oeyen
- Center for Oncological Research (CORE), University of Antwerp, Antwerp, Belgium
| | - Peter Van Oyen
- Department of Urology, AZ Sint-Jan Brugge-Oostende AV, Brugge, Belgium
| | - Christophe Ghysel
- Department of Urology, AZ Sint-Jan Brugge-Oostende AV, Brugge, Belgium
| | - Jozef Ampe
- Department of Urology, AZ Sint-Jan Brugge-Oostende AV, Brugge, Belgium
| | - Piet Ost
- Department of Radiation Oncology, Ghent University Hospital, Ghent, Belgium
| | - Wim Demey
- Department of Oncology, AZ KLINA, Brasschaat, Belgium
| | - Lucien Hoekx
- Department of Urology, Antwerp University Hospital, Antwerp, Belgium
| | | | - Barbara Brouwers
- Department of Oncology, AZ Sint-Jan Brugge-Oostende AV, Brugge, Belgium
| | - Willem Lybaert
- Department of Oncology, AZ Nikolaas, Sint-Niklaas, Belgium
| | - Els Everaert
- Department of Oncology, AZ Nikolaas, Sint-Niklaas, Belgium
| | | | | | | | - Alain Bols
- Department of Oncology, AZ Sint-Jan Brugge-Oostende AV, Brugge, Belgium
| | - Karen Fransis
- Department of Urology, Antwerp University Hospital, Antwerp, Belgium
| | - Nick Beije
- Department of Oncology, Erasmus MC Cancer Institute, Rotterdam, Netherlands
| | - Inge de Kruijff
- Department of Oncology, Erasmus MC Cancer Institute, Rotterdam, Netherlands
| | - Valerie van Dam
- Center for Oncological Research (CORE), University of Antwerp, Antwerp, Belgium
| | - Anja Brouwer
- Center for Oncological Research (CORE), University of Antwerp, Antwerp, Belgium
| | - Pieter-Jan van Dam
- Center for Oncological Research (CORE), University of Antwerp, Antwerp, Belgium
| | - Gert Van den Eynden
- Center for Oncological Research (CORE), University of Antwerp, Antwerp, Belgium
- Department of Pathology, GZA Hospitals Sint-Augustinus, Antwerp, Belgium
| | - Annemie Rutten
- Department of Oncology, GZA Hospitals Sint-Augustinus, Antwerp, Belgium
| | - Stefan Sleijfer
- Department of Oncology, Erasmus MC Cancer Institute, Rotterdam, Netherlands
| | - Jean Vandebroek
- Department of Oncology, GZA Hospitals Sint-Augustinus, Antwerp, Belgium
| | - Steven Van Laere
- Center for Oncological Research (CORE), University of Antwerp, Antwerp, Belgium
| | - Luc Dirix
- Center for Oncological Research (CORE), University of Antwerp, Antwerp, Belgium
- Department of Oncology, GZA Hospitals Sint-Augustinus, Antwerp, Belgium
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14
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Riethdorf S, O'Flaherty L, Hille C, Pantel K. Clinical applications of the CellSearch platform in cancer patients. Adv Drug Deliv Rev 2018; 125:102-121. [PMID: 29355669 DOI: 10.1016/j.addr.2018.01.011] [Citation(s) in RCA: 166] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2017] [Revised: 01/12/2018] [Accepted: 01/15/2018] [Indexed: 12/29/2022]
Abstract
The CellSearch® system (CS) enables standardized enrichment and enumeration of circulating tumor cells (CTCs) that are repeatedly assessable via non-invasive "liquid biopsy". While the association of CTCs with poor clinical outcome for cancer patients has clearly been demonstrated in numerous clinical studies, utilizing CTCs for the identification of therapeutic targets, stratification of patients for targeted therapies and uncovering mechanisms of resistance is still under investigation. Here, we comprehensively review the current benefits and drawbacks of clinical CTC analyses for patients with metastatic and non-metastatic tumors. Furthermore, the review focuses on approaches beyond CTC enumeration that aim to uncover therapeutically relevant antigens, genomic aberrations, transcriptional profiles and epigenetic alterations of CTCs at a single cell level. This characterization of CTCs may shed light on the heterogeneity and genomic landscapes of malignant tumors, an understanding of which is highly important for the development of new therapeutic strategies.
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15
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Suh YS, Joung JY, Kim SH, Seo HK, Chung J, Lee KH. Establishment and Application of Prostate Cancer Circulating Tumor Cells in the Era of Precision Medicine. BIOMED RESEARCH INTERNATIONAL 2017; 2017:7206307. [PMID: 29230413 PMCID: PMC5694577 DOI: 10.1155/2017/7206307] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/13/2017] [Accepted: 08/27/2017] [Indexed: 11/17/2022]
Abstract
Prostate cancer (PC) is the second most common cancer in men and is the fifth leading cause of cancer-related deaths worldwide. Additionally, there is concern for overdiagnosis and overtreatment of PC. Thus, selection of an appropriate candidate for active surveillance as well as more accurate and less invasive tools for monitoring advanced PC is required. Circulating tumor cells (CTCs) have emerged as a liquid biopsy tool; there have been several reports on its role, technologies, and applications to various cancers, including PC. Liquid biopsy using CTCs has been gaining attention as a minimal invasive tool for investigation of biomarkers and for prognosis and assessment of response to therapies in patients with PC. Because of the lower invasiveness of liquid biopsy using CTCs, it can be performed more frequently; accordingly, personalized disease status can be successively determined at serial time points. CTC analysis enables detection of genomic alterations, which is drug-targetable, and it is a potential tool for monitoring response to therapeutic agents in patients with PC. This review focuses on the characteristics, technologies for analysis, and advantages and disadvantages of CTCs as a liquid biopsy tool and their application in PC. Finally, we propose future directions of CTCs.
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Affiliation(s)
- Yoon Seok Suh
- Center for Prostate Cancer, Hospital, National Cancer Center, Goyang, Gyeonggi-do, Republic of Korea
| | - Jae Young Joung
- Center for Prostate Cancer, Hospital, National Cancer Center, Goyang, Gyeonggi-do, Republic of Korea
| | - Sung Han Kim
- Center for Prostate Cancer, Hospital, National Cancer Center, Goyang, Gyeonggi-do, Republic of Korea
| | - Ho Kyung Seo
- Center for Prostate Cancer, Hospital, National Cancer Center, Goyang, Gyeonggi-do, Republic of Korea
| | - Jinsoo Chung
- Center for Prostate Cancer, Hospital, National Cancer Center, Goyang, Gyeonggi-do, Republic of Korea
| | - Kang Hyun Lee
- Center for Prostate Cancer, Hospital, National Cancer Center, Goyang, Gyeonggi-do, Republic of Korea
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16
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Puche-Sanz I, Alvarez-Cubero MJ, Pascual-Geler M, Rodríguez-Martínez A, Delgado-Rodríguez M, García-Puche JL, Expósito J, Robles-Fernández I, Entrala-Bernal C, Lorente JA, Cózar-Olmo JM, Serrano MJ. A comprehensive study of circulating tumour cells at the moment of prostate cancer diagnosis: biological and clinical implications of EGFR, AR and SNPs. Oncotarget 2017; 8:70472-70480. [PMID: 29050295 PMCID: PMC5642570 DOI: 10.18632/oncotarget.19718] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Accepted: 06/02/2017] [Indexed: 12/02/2022] Open
Abstract
Circulating tumor cells (CTCs) have been recently accepted as prognostic markers in metastatic prostate cancer (PCa). However, very few studies have analyzed their role in early-stage PCa. The aim of this research is to study the value of CTCs at the moment of PCa diagnosis and to identify different subpopulations of CTCs. Patients with PSA value > 4 ng/ml and clinical suspicion of PCa were included. Samples were collected immediately before prostatic biopsy. CTCs were isolated by immunomagnetic technique using a multi-CK specific antibody. Molecular expression of EGFR and AR in the tissue was analysed by real-time PCR. Up to eight different SNPs in patients’ blood DNA were studied. In a total of 86 patients, the CTC detection rate was 18.6%. The sensitivity, specificity, positive and negative predictive values of CTCs to detect PCa was 14.2%, 78.4%, 31.2% and 57.4%, respectively. Up to 75% of CTC-positive patients were AR-negative. A direct association was found between the expression of AR in the prostatic tissue and the presence of CTCs in blood (p<0.05). We observed an inverse relation between the expression of EGFR in the tissue and the expression of AR in the CTCs. No significant association between SNPs and CTCs was found. The low detection rate of CTCs in early-stage PCa limits their role as a diagnostic marker. Nevertheless, we show that they may hide important prognostic information. Overexpression of AR in the prostate may facilitate cell dissemination.
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Affiliation(s)
- Ignacio Puche-Sanz
- Bio-Health Research Institute (Instituto de Investigación Biosanitaria ibs.GRANADA), Complejo Hospitalario Universitario Granada (CHUG), Department of Urology, University of Granada, Granada, Spain
| | - María J Alvarez-Cubero
- GENYO, Centre for Genomics and Oncological Research, Pfizer, University of Granada, Andalusian Regional Government, Granada, Spain
| | - Manrique Pascual-Geler
- Bio-Health Research Institute (Instituto de Investigación Biosanitaria ibs.GRANADA), Complejo Hospitalario Universitario Granada (CHUG), Department of Urology, University of Granada, Granada, Spain
| | - Alba Rodríguez-Martínez
- GENYO, Centre for Genomics and Oncological Research, Pfizer, University of Granada, Andalusian Regional Government, Granada, Spain.,Laboratory of Genetic Identification, Department of Legal Medicine, University of Granada, Granada, Spain
| | - Miguel Delgado-Rodríguez
- Division of Preventive Medicine and Public Health, CIBERESP, University of Jaén, Campus de las Lagunillas, Jaén, Spain
| | - José L García-Puche
- GENYO, Centre for Genomics and Oncological Research, Pfizer, University of Granada, Andalusian Regional Government, Granada, Spain.,Bio-Health Research Institute (Instituto de Investigación Biosanitaria ibs.GRANADA), Complejo Hospitalario Universitario Granada (CHUG), Department of Medical Oncology, University of Granada, Granada, Spain
| | - José Expósito
- Bio-Health Research Institute (Instituto de Investigación Biosanitaria ibs.GRANADA), Complejo Hospitalario Universitario Granada (CHUG), Department of Medical Oncology, University of Granada, Granada, Spain
| | - Inmaculada Robles-Fernández
- GENYO, Centre for Genomics and Oncological Research, Pfizer, University of Granada, Andalusian Regional Government, Granada, Spain
| | - Carmen Entrala-Bernal
- Lorgen G.P., S.L., Business Innovation Center - BIC/CEEL, Technological Area of Health Science, Granada, Spain
| | - José A Lorente
- GENYO, Centre for Genomics and Oncological Research, Pfizer, University of Granada, Andalusian Regional Government, Granada, Spain.,Laboratory of Genetic Identification, Department of Legal Medicine, University of Granada, Granada, Spain
| | - José M Cózar-Olmo
- Bio-Health Research Institute (Instituto de Investigación Biosanitaria ibs.GRANADA), Complejo Hospitalario Universitario Granada (CHUG), Department of Urology, University of Granada, Granada, Spain
| | - María J Serrano
- GENYO, Centre for Genomics and Oncological Research, Pfizer, University of Granada, Andalusian Regional Government, Granada, Spain.,Bio-Health Research Institute (Instituto de Investigación Biosanitaria ibs.GRANADA), Complejo Hospitalario Universitario Granada (CHUG), Department of Medical Oncology, University of Granada, Granada, Spain
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17
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Futia GL, Schlaepfer IR, Qamar L, Behbakht K, Gibson EA. Statistical performance of image cytometry for DNA, lipids, cytokeratin, & CD45 in a model system for circulation tumor cell detection. Cytometry A 2017; 91:662-674. [PMID: 28608985 DOI: 10.1002/cyto.a.23144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2016] [Revised: 03/13/2017] [Accepted: 05/08/2017] [Indexed: 11/06/2022]
Abstract
Detection of circulating tumor cells (CTCs) in a blood sample is limited by the sensitivity and specificity of the biomarker panel used to identify CTCs over other blood cells. In this work, we present Bayesian theory that shows how test sensitivity and specificity set the rarity of cell that a test can detect. We perform our calculation of sensitivity and specificity on our image cytometry biomarker panel by testing on pure disease positive (D+ ) populations (MCF7 cells) and pure disease negative populations (D- ) (leukocytes). In this system, we performed multi-channel confocal fluorescence microscopy to image biomarkers of DNA, lipids, CD45, and Cytokeratin. Using custom software, we segmented our confocal images into regions of interest consisting of individual cells and computed the image metrics of total signal, second spatial moment, spatial frequency second moment, and the product of the spatial-spatial frequency moments. We present our analysis of these 16 features. The best performing of the 16 features produced an average separation of three standard deviations between D+ and D- and an average detectable rarity of ∼1 in 200. We performed multivariable regression and feature selection to combine multiple features for increased performance and showed an average separation of seven standard deviations between the D+ and D- populations making our average detectable rarity of ∼1 in 480. Histograms and receiver operating characteristics (ROC) curves for these features and regressions are presented. We conclude that simple regression analysis holds promise to further improve the separation of rare cells in cytometry applications. © 2017 International Society for Advancement of Cytometry.
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Affiliation(s)
- Gregory L Futia
- Department of Bioengineering, University of Colorado Denver
- Anschutz Medical Campus, 12700 E. 19th Ave, Aurora, Colorado, 80045
| | - Isabel R Schlaepfer
- Division of Medical Oncology, University of Colorado
- Anschutz Medical Campus, 12801 E. 17th Ave, Aurora, Colorado, 80045
| | - Lubna Qamar
- Department of Obstetrics and Gynecology, University of Colorado
- Anschutz Medical Campus, 12700 E. 19th Ave, Aurora, Colorado, 80045
| | - Kian Behbakht
- Department of Obstetrics and Gynecology, University of Colorado
- Anschutz Medical Campus, 12700 E. 19th Ave, Aurora, Colorado, 80045
| | - Emily A Gibson
- Department of Bioengineering, University of Colorado Denver
- Anschutz Medical Campus, 12700 E. 19th Ave, Aurora, Colorado, 80045
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18
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Josefsson A, Linder A, Flondell Site D, Canesin G, Stiehm A, Anand A, Bjartell A, Damber JE, Welén K. Circulating Tumor Cells as a Marker for Progression-free Survival in Metastatic Castration-naïve Prostate Cancer. Prostate 2017; 77:849-858. [PMID: 28295408 DOI: 10.1002/pros.23325] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Accepted: 02/01/2017] [Indexed: 01/07/2023]
Abstract
BACKGROUND Analysis of circulating tumor cells (CTC) is a promising prognostic marker in castration-resistant prostate cancer (CRPC). The aim of this study was to investigate CTC detection and phenotyping as prognostic biomarkers for response to primary androgen deprivation therapy (ADT) of metastatic prostate cancer (PC). METHODS PC patients presenting with a prostate specific antigen (PSA) >80 ng/ml and/or metastatic disease, intended for ADT were enrolled in the study. CTCs were analysed for expression of PSA prostate specific membrane antigen (PSMA) and epidermal growth factor receptor (EGFR) before and three months after ADT and related to progression. RESULTS At inclusion, 46 out of 53 patients (87%) were CTC-positive with a sensitivity and specificity for distant metastases (M1) of 98% and 75%, respectively. In patients with M1-disease, EGFR-detection in CTC was an independent prognostic marker for progression-free survival, whereas PSA and alkaline phosphatase serum levels, Gleason score, or T-stage were not. EGFR-positive patients had significantly shorter time to progression (5 months) compared to EGFR-negative patients (11 months) (P < 0.05). CONCLUSIONS In this explorative study, CTCs were detected in 98% of M1 patients and detection of EGFR in CTCs was strongly associated with poor outcome, which indicated that phenotypical analysis of CTC could be a promising prognostic marker of ADT-response in castration-naïve metastatic PC patients. Prostate 77:849-858, 2017. © 2017 Wiley Periodicals, Inc.
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Affiliation(s)
- Andreas Josefsson
- Sahlgrenska Cancer Center, Department of Urology, Institute of Clinical Sciences at Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Anna Linder
- Sahlgrenska Cancer Center, Department of Urology, Institute of Clinical Sciences at Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Despina Flondell Site
- Department of Urology, Division of Urological Cancers, Skåne University Hospital, Lund University, Lund, Sweden
| | - Giacomo Canesin
- Department of Urology, Division of Urological Cancers, Skåne University Hospital, Lund University, Lund, Sweden
| | - Anna Stiehm
- Department of Urology, Division of Urological Cancers, Skåne University Hospital, Lund University, Lund, Sweden
| | - Aseem Anand
- Department of Urology, Division of Urological Cancers, Skåne University Hospital, Lund University, Lund, Sweden
| | - Anders Bjartell
- Department of Urology, Division of Urological Cancers, Skåne University Hospital, Lund University, Lund, Sweden
- Department of Translational Medicine, Division of Urological Cancers, Skåne University Hospital, Lund University, Lund, Sweden
| | - Jan-Erik Damber
- Sahlgrenska Cancer Center, Department of Urology, Institute of Clinical Sciences at Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Karin Welén
- Sahlgrenska Cancer Center, Department of Urology, Institute of Clinical Sciences at Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
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19
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Huang W, Chang CL, Brault ND, Gur O, Wang Z, Jalal SI, Low PS, Ratliff TL, Pili R, Savran CA. Separation and dual detection of prostate cancer cells and protein biomarkers using a microchip device. LAB ON A CHIP 2017; 17:415-428. [PMID: 28054089 DOI: 10.1039/c6lc01279e] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Current efforts for the detection of prostate cancer using only prostate specific antigen are not ideal and indicate a need to develop new assays - using multiple targets - that can more accurately stratify disease states. We previously introduced a device capable of the concurrent detection of cellular and molecular markers from a single sample fluid. Here, an improved design, which achieves affinity as well as size-based separation of captured targets using antibody-conjugated magnetic beads and a silicon chip containing micro-apertures, is presented. Upon injection of the sample, the integration of magnetic attraction with the micro-aperture chip permits larger cell-bead complexes to be isolated in an upper chamber with the smaller protein-bead complexes and remaining beads passing through the micro-apertures into the lower chamber. This enhances captured cell purity for on chip quantification, allows the separate retrieval of captured cells and proteins for downstream analysis, and enables higher bead concentrations for improved multiplexed ligand targeting. Using LNCaP cells and prostate specific membrane antigen (PSMA) to model prostate cancer, the device was able to detect 34 pM of spiked PSMA and achieve a cell capture efficiency of 93% from culture media. LNCaP cells and PSMA were then spiked into diluted healthy human blood to mimic a cancer patient. The device enabled the detection of spiked PSMA (relative to endogenous PSMA) while recovering 85-90% of LNCaP cells which illustrated the potential of new assays for the diagnosis of prostate cancer.
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Affiliation(s)
- Wanfeng Huang
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA. and Birck Nanotechnology Center, Purdue University, West Lafayette, IN 47907, USA
| | - Chun-Li Chang
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA. and Birck Nanotechnology Center, Purdue University, West Lafayette, IN 47907, USA
| | - Norman D Brault
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA. and Birck Nanotechnology Center, Purdue University, West Lafayette, IN 47907, USA
| | - Onur Gur
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA. and Birck Nanotechnology Center, Purdue University, West Lafayette, IN 47907, USA
| | - Zhe Wang
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA. and Birck Nanotechnology Center, Purdue University, West Lafayette, IN 47907, USA
| | - Shadia I Jalal
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Philip S Low
- Department of Chemistry, Purdue University, West Lafayette, IN 47907, USA
| | - Timothy L Ratliff
- Center for Cancer Research and Department of Comparative Pathobiology, Purdue University, West Lafayette, IN 47907, USA
| | - Roberto Pili
- Genitourinary Program, Roswell Park Cancer Institute, Buffalo, NY 14263, USA and Genitourinary Program, Indiana University-Simon Cancer Center, Indianapolis, IN 46202, USA
| | - Cagri A Savran
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA. and Birck Nanotechnology Center, Purdue University, West Lafayette, IN 47907, USA and Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN 47907, USA
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Hugen CM, Zainfeld DE, Goldkorn A. Circulating Tumor Cells in Genitourinary Malignancies: An Evolving Path to Precision Medicine. Front Oncol 2017; 7:6. [PMID: 28191452 PMCID: PMC5269447 DOI: 10.3389/fonc.2017.00006] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Accepted: 01/06/2017] [Indexed: 12/14/2022] Open
Abstract
Precision medicine with molecularly directed therapeutics is rapidly expanding in all subspecialties of oncology. Molecular analysis and treatment monitoring require tumor tissue, but resections or biopsies are not always feasible due to tumor location, patient safety, and cost. Circulating tumor cells (CTCs) offer a safe, low-cost, and repeatable tissue source as an alternative to invasive biopsies. "Liquid biopsies" can be collected from a peripheral blood draw and analyzed to isolate, enumerate, and molecularly characterize CTCs. While there is deserved excitement surrounding new CTC technologies, studies are ongoing to determine whether these cells can provide reliable and accurate information about molecular drivers of cancer progression and inform treatment decisions. This review focuses on the current status of CTCs in genitourinary (GU) cancer. We will review currently used methodologies to isolate and detect CTCs, their use as predictive biomarkers, and highlight emerging research and applications of CTC analysis in GU malignancies.
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Affiliation(s)
- Cory M Hugen
- Keck School of Medicine and Norris Comprehensive Cancer Center, Urology , Los Angeles, CA , USA
| | - Daniel E Zainfeld
- Keck School of Medicine and Norris Comprehensive Cancer Center, Urology , Los Angeles, CA , USA
| | - Amir Goldkorn
- Keck School of Medicine and Norris Comprehensive Cancer Center, Medicine , Los Angeles, CA , USA
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Economopoulou P, Georgoulias V, Kotsakis A. Classifying circulating tumor cells to monitor cancer progression. Expert Rev Mol Diagn 2016; 17:153-165. [DOI: 10.1080/14737159.2017.1275572] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- Panagiota Economopoulou
- Medical Oncology Unit, 2nd Department of Propedeutic Internal Medicine, School of Medicine, University of Athens, ‘ATTIKON’ Hospital, Athens, Greece
| | | | - Athanasios Kotsakis
- Department of Medical Oncology, University General Hospital of Heraklion, Crete, Greece
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22
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Harryman WL, Hinton JP, Rubenstein CP, Singh P, Nagle RB, Parker SJ, Knudsen BS, Cress AE. The Cohesive Metastasis Phenotype in Human Prostate Cancer. BIOCHIMICA ET BIOPHYSICA ACTA 2016; 1866:221-231. [PMID: 27678419 PMCID: PMC5534328 DOI: 10.1016/j.bbcan.2016.09.005] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2016] [Revised: 08/27/2016] [Accepted: 09/23/2016] [Indexed: 12/21/2022]
Abstract
A critical barrier for the successful prevention and treatment of recurrent prostate cancer is detection and eradication of metastatic and therapy-resistant disease. Despite the fall in diagnoses and mortality, the reported incidence of metastatic disease has increased 72% since 2004. Prostate cancer arises in cohesive groups as intraepithelial neoplasia, migrates through muscle and leaves the gland via perineural invasion for hematogenous dissemination. Current technological advances have shown cohesive-clusters of tumor (also known as microemboli) within the circulation. Circulating tumor cell (CTC) profiles are indicative of disseminated prostate cancer, and disseminated tumor cells (DTC) are found in cohesive-clusters, a phenotypic characteristic of both radiation- and drug-resistant tumors. Recent reports in cell biology and informatics, coupled with mass spectrometry, indicate that the integrin adhesome network provides an explanation for the biophysical ability of cohesive-clusters of tumor cells to invade thorough muscle and nerve microenvironments while maintaining adhesion-dependent therapeutic resistance. Targeting cohesive-clusters takes advantage of the known ability of extracellular matrix (ECM) adhesion to promote tumor cell survival and represents an approach that has the potential to avoid the progression to drug- and radiotherapy-resistance. In the following review we will examine the evidence for development and dissemination of cohesive-clusters in metastatic prostate cancer.
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Affiliation(s)
- William L Harryman
- The University of Arizona Cancer Center, 1515 N. Campbell Ave., Tucson, AZ, 85724, USA
| | - James P Hinton
- Cancer Biology Graduate Program, The University of Arizona Cancer Center, 1515 N. Campbell Ave., Tucson, AZ, 85724, USA
| | - Cynthia P Rubenstein
- Cancer Biology Graduate Program, The University of Arizona Cancer Center, 1515 N. Campbell Ave., Tucson, AZ, 85724, USA
| | - Parminder Singh
- The University of Arizona Cancer Center, 1515 N. Campbell Ave., Tucson, AZ, 85724, USA
| | - Raymond B Nagle
- The University of Arizona Cancer Center, 1515 N. Campbell Ave., Tucson, AZ, 85724, USA
| | - Sarah J Parker
- Cedars Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, United States
| | - Beatrice S Knudsen
- Cedars Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, United States
| | - Anne E Cress
- The University of Arizona Cancer Center, 1515 N. Campbell Ave., Tucson, AZ, 85724, USA.
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Abstract
Circulating tumour cells (CTCs) have been studied as biomarkers of a number of solid malignancies. Potential clinical applications for CTC analysis include early cancer detection, disease staging, monitoring for recurrence, prognostication, and to aid in the selection of therapy. In the field of urologic oncology, CTCs have been most widely studied as prognostic biomarkers of castration-resistant prostate cancer. Additionally, emerging data support a role for CTCs to help identify which patients are most likely to respond to novel androgen-pathway targeted therapies, such as abiraterone and enzalutamide. CTCs have also been studied as predictive biomarkers of bladder cancer, in particular as a means to identify patients whose disease has been clinically understaged. Less is known regarding CTCs in kidney cancer; this has been attributed to the fact that a minority of renal tumours express EpCAM, the epithelial cell surface protein commonly used by CTC assays for positive cell selection. However, alternative approaches using markers specific for kidney cancer are being explored.
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Miyamoto DT, Lee RJ. Cell-free and circulating tumor cell-based biomarkers in men with metastatic prostate cancer: Tools for real-time precision medicine? Urol Oncol 2016; 34:490-501. [PMID: 27771279 DOI: 10.1016/j.urolonc.2016.09.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2016] [Revised: 09/03/2016] [Accepted: 09/07/2016] [Indexed: 12/28/2022]
Abstract
The recent expansion of therapeutic options for the treatment of metastatic prostate cancer highlights the need for precision medicine approaches to enable the rational selection of appropriate therapies for individual patients. In this context, circulating biomarkers in the peripheral blood are attractive as readily accessible tools for predicting and monitoring therapeutic response. In the case of circulating tumor cells and circulating tumor DNA, they may also serve as a noninvasive means of assessing molecular aberrations in tumors at multiple time points before and during therapy. These so-called "liquid biopsies" can provide a snapshot view of tumor molecular architecture and may enable clinicians to monitor the molecular status of tumors as they evolve during treatment, thus allowing for individualized precision therapeutic decisions for patients over time. In this review, we outline recent progress in the field of circulating biomarkers in metastatic prostate cancer and evaluate their potential for enabling this vision of real-time precision medicine.
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Affiliation(s)
- David T Miyamoto
- Massachusetts General Hospital Cancer Center, Boston, MA; Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA; Harvard Medical School, Boston, MA.
| | - Richard J Lee
- Massachusetts General Hospital Cancer Center, Boston, MA; Department of Medicine, Massachusetts General Hospital, Boston, MA; Harvard Medical School, Boston, MA
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Zhang Y, Xu T, Wang Y, Zhang H, Zhao Y, Yang X, Cao Y, Yang W, Niu H. Prognostic Role of Lactate Dehydrogenase Expression in Urologic Cancers: A Systematic Review and Meta-Analysis. Oncol Res Treat 2016; 39:592-604. [DOI: 10.1159/000449138] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Accepted: 08/08/2016] [Indexed: 11/19/2022]
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Cebotaru CL, Olteanu ED, Antone NZ, Buiga R, Nagy V. Circulating tumor cells in germ cell tumors: are those biomarkers of real prognostic value? A review. ACTA ACUST UNITED AC 2016; 89:203-11. [PMID: 27152069 PMCID: PMC4849376 DOI: 10.15386/cjmed-570] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2015] [Revised: 09/22/2015] [Accepted: 10/03/2015] [Indexed: 12/14/2022]
Abstract
Analysis of circulating tumor cells from patients with different types of cancer is nowadays a fascinating new tool of research and their number is proven to be useful as a prognostic factor in metastatic breast, colon and prostate cancer patients. Studies are going beyond enumeration, exploring the circulating tumor cells to better understand the mechanisms of tumorigenesis, invasion and metastasis and their value for characterization, prognosis and tailoring of treatment. Few studies investigated the prognostic significance of circulating tumor cells in germ cell tumors. In this review, we examine the possible significance of the detection of circulating tumor cells in this setting.
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Affiliation(s)
- Cristina Ligia Cebotaru
- Ion Chiricuta Institute of Oncology, Cluj Napoca, Romania; Iuliu Hatieganu University of Medicine and Pharmacy, Cluj Napoca, Romania
| | - Elena Diana Olteanu
- Ion Chiricuta Institute of Oncology, Cluj Napoca, Romania; Iuliu Hatieganu University of Medicine and Pharmacy, Cluj Napoca, Romania
| | | | - Rares Buiga
- Ion Chiricuta Institute of Oncology, Cluj Napoca, Romania
| | - Viorica Nagy
- Ion Chiricuta Institute of Oncology, Cluj Napoca, Romania; Iuliu Hatieganu University of Medicine and Pharmacy, Cluj Napoca, Romania
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Onstenk W, de Klaver W, de Wit R, Lolkema M, Foekens J, Sleijfer S. The use of circulating tumor cells in guiding treatment decisions for patients with metastatic castration-resistant prostate cancer. Cancer Treat Rev 2016; 46:42-50. [PMID: 27107266 DOI: 10.1016/j.ctrv.2016.04.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Revised: 04/04/2016] [Accepted: 04/05/2016] [Indexed: 02/01/2023]
Abstract
The therapeutic landscape of metastatic castration-resistant prostate cancer (mCRPC) has drastically changed over the past decade with the advent of several new anti-tumor agents. Oncologists increasingly face dilemmas concerning the best treatment sequence for individual patients since most of the novel compounds have been investigated and subsequently positioned either pre- or post-docetaxel. A currently unmet need exists for biomarkers able to guide treatment decisions and to capture treatment resistance at an early stage thereby allowing for an early change to an alternative strategy. Circulating tumor cells (CTCs) have in this context intensively been investigated over the last years. The CTC count, as determined by the CellSearch System (Janssen Diagnostics LLC, Raritan, NJ), is a strong, independent prognostic factor for overall survival in patients with mCRPC at various time points during treatment and, as an early response marker, outperforms traditional response evaluations using serum prostate specific antigen (PSA) levels, scintigraphy as well as radiography. The focus of research is now shifting toward the predictive value of CTCs and the use of the characterization of CTCs to guide the selection of treatments with the highest chance of success for individual patients. Recently, the presence of the androgen receptor splice variant 7 (AR-V7) has been shown to be a promising predictive factor. In this review, we have explored the clinical value of the enumeration and characterization of CTCs for the treatment of mCRPC and have put the results obtained from recent studies investigating the prognostic and predictive value of CTCs into clinical perspective.
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Affiliation(s)
- Wendy Onstenk
- Erasmus MC Cancer Institute, Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus University Medical Center, Rotterdam, The Netherlands.
| | - Willemijn de Klaver
- Erasmus MC Cancer Institute, Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Ronald de Wit
- Erasmus MC Cancer Institute, Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Martijn Lolkema
- Erasmus MC Cancer Institute, Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - John Foekens
- Erasmus MC Cancer Institute, Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Stefan Sleijfer
- Erasmus MC Cancer Institute, Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus University Medical Center, Rotterdam, The Netherlands
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de la Taille A, Martínez-Piñeiro L, Cabri P, Houchard A, Schalken J. Factors predicting progression to castrate-resistant prostate cancer in patients with advanced prostate cancer receiving long-term androgen-deprivation therapy. BJU Int 2016; 119:74-81. [PMID: 26919403 DOI: 10.1111/bju.13455] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
OBJECTIVES To assess time to progression to castrate-resistant prostate cancer (CRPC) and factors influencing longer-term outcomes in patients receiving androgen-deprivation therapy (ADT) in an extension to the Triptocare study (NCT01020448). This is pertinent as the Triptocare study did not show that urinary prostate cancer antigen-3 (PCA3) score was a reliable marker of cancer stage in advanced prostate cancer and was not useful for assessing response 6 months after initiation of ADT with triptorelin 22.5 mg. PATIENTS AND METHODS An international, multicentre, non-interventional, observational, longitudinal, prospective study involving patients from the Triptocare study. CRPC status of patients was collected for up to 3 years from ADT initiation. Patient treatment and assessments were at the investigator's discretion. Co-primary endpoints were rate of CRPC at 3 years after initiating ADT and the median time to CRPC. An exploratory endpoint was the association of Triptocare baseline variables (including TMPRSS2-ERG and PCA3 scores) and PCA3 score at Triptocare last value available with CRPC onset. RESULTS Of the 325 patients in the Triptocare study safety population, 180 patients were enrolled in the Triptocare LT study (102 received continuous and 78 received intermittent ADT). CRPC rates at 3 years were 24/102 (23.5%) and 6/78 (7.7%) patients in the continuous and intermittent ADT groups, respectively. The median time to CRPC was not reached for either group. PCA3 score status at baseline was the only variable associated with a higher risk of progression to CRPC in both the intermittent and continuous ADT groups; compared with a baseline PCA3 score of ≥35, a PCA3 score below the level of quantification had a hazard ratio (HR) of 20.04 ([95% confidence interval (CI) 2.71-148.34] and a HR of 9.44 [95% CI 2.39-37.27], respectively). Baseline metastatic disease and testosterone level were additionally associated with progression to CRPC in the continuous ADT population (HR 5.20, 95% CI 1.68-16.06 and HR 0.995, 95% CI 0.991-0.999, respectively). CONCLUSION In men with locally advanced or metastatic prostate cancer, a PCA3 score of ≥35 at the time of initiating ADT may predict a lower risk of developing CRPC in the following 3 years.
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Affiliation(s)
- Alexandre de la Taille
- INSERM U955 Eq07, Department of Urology, CHU Henri Mondor Assistance Publique des Hopitaux de Paris, Créteil, France
| | | | | | | | - Jack Schalken
- Department of Urology, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands
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Vlaeminck-Guillem V. When Prostate Cancer Circulates in the Bloodstream. Diagnostics (Basel) 2015; 5:428-74. [PMID: 26854164 PMCID: PMC4728468 DOI: 10.3390/diagnostics5040428] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2015] [Revised: 10/14/2015] [Accepted: 10/22/2015] [Indexed: 12/14/2022] Open
Abstract
Management of patients with prostate cancer is currently based on imperfect clinical, biological, radiological and pathological evaluation. Prostate cancer aggressiveness, including metastatic potential, remains difficult to accurately estimate. In an attempt to better adapt therapeutics to an individual (personalized medicine), reliable evaluation of the intrinsic molecular biology of the tumor is warranted, and particularly for all tumor sites (primary tumors and secondary sites) at any time of the disease progression. As a consequence of their natural tendency to grow (passive invasion) or as a consequence of an active blood vessel invasion by metastase-initiating cells, tumors shed various materials into the bloodstream. Major efforts have been recently made to develop powerful and accurate methods able to detect, quantify and/or analyze all these circulating tumor materials: circulating tumors cells, disseminating tumor cells, extracellular vesicles (including exosomes), nucleic acids, etc. The aim of this review is to summarize current knowledge about these circulating tumor materials and their applications in translational research.
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Affiliation(s)
- Virginie Vlaeminck-Guillem
- Cancer Research Centre of Lyon, U1052 INSERM, CNRS 5286, Léon Bérard Centre, Lyon I University, 28 rue Laennec, Lyon 69008, France.
- Medical Unit of Molecular Oncology and Transfer, Department of Biochemistry and Molecular Biology, University Hospital of Lyon-Sud, Hospices Civils of Lyon, Lyon 69008, France.
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30
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Thalgott M, Rack B, Eiber M, Souvatzoglou M, Heck MM, Kronester C, Andergassen U, Kehl V, Krause BJ, Gschwend JE, Retz M, Nawroth R. Categorical versus continuous circulating tumor cell enumeration as early surrogate marker for therapy response and prognosis during docetaxel therapy in metastatic prostate cancer patients. BMC Cancer 2015; 15:458. [PMID: 26051431 PMCID: PMC4459665 DOI: 10.1186/s12885-015-1478-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2014] [Accepted: 06/01/2015] [Indexed: 01/13/2023] Open
Abstract
Background Circulating tumor cell (CTCs) counts might serve as early surrogate marker for treatment efficacy in metastatic castration-resistant prostate cancer (mCRPC) patients. We prospectively assessed categorical and continuous CTC-counts for their utility in early prediction of radiographic response, progression-free (PFS) and overall survival (OS) in mCRPC patients treated with docetaxel. Methods CTC-counts were assessed in 122 serial samples, as continuous or categorical (<5 vs. ≥5 CTCs) variables, at baseline (q0) and after 1 (q1), 4 (q4) and 10 (q10) cycles of docetaxel (3-weekly, 75 mg/m2) in 33 mCRPC patients. Treatment response (TR) was defined as non-progressive (non-PD) and progressive disease (PD), by morphologic RECIST or clinical criteria at q4 and q10. Binary logistic and Cox proportional hazards regression analyses were used as statistical methods. Results Categorical CTC-count status predicted PD at q4 already after one cycle (q1) and after 4 cycles (q4) of chemotherapy with an odds ratio (OR) of 14.9 (p = 0.02) and 18.0 (p = 0.01). Continuous CTC-values predicted PD only at q4 (OR 1.04, p = 0.048). Regarding PFS, categorical CTC-counts at q1 were independent prognostic markers with a hazard ratio (HR) of 3.85 (95 % CI 1.1-13.8, p = 0.04) whereas early continuous CTC-values at q1 failed significance (HR 1.02, 95 % CI 0.99-1.05, p = 0.14). For OS early categorical and continuous CTC-counts were independent prognostic markers at q1 with a HR of 3.0 (95 % CI 1.6-15.7, p = 0.007) and 1.02 (95 % CI 1.0-1.040, p = 0.04). Conclusions Categorical CTC-count status is an early independent predictor for TR, PFS and OS only 3 weeks following treatment initiation with docetaxel whereas continuous CTC-counts were an inconsistent surrogate marker in mCRPC patients. For clinical practice, categorical CTC-counts may provide complementary information towards individualized treatment strategies with early prediction of treatment efficacy and optimized sequential treatment. Electronic supplementary material The online version of this article (doi:10.1186/s12885-015-1478-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Mark Thalgott
- Department of Urology, Klinikum rechts der Isar, Technische Universität München, Ismaningerstraße 22, 81675, Munich, Germany.
| | - Brigitte Rack
- Department of Gynecology and Obstetrics, Klinikum der Ludwig-Maximilians-Universität, Klinikum Innenstadt, Maistrasse 11, 80337, Munich, Germany.
| | | | | | - Matthias M Heck
- Department of Urology, Klinikum rechts der Isar, Technische Universität München, Ismaningerstraße 22, 81675, Munich, Germany.
| | - Caroline Kronester
- Department of Urology, Klinikum rechts der Isar, Technische Universität München, Ismaningerstraße 22, 81675, Munich, Germany.
| | - Ulrich Andergassen
- Department of Gynecology and Obstetrics, Klinikum der Ludwig-Maximilians-Universität, Klinikum Innenstadt, Maistrasse 11, 80337, Munich, Germany.
| | - Victoria Kehl
- Institute of Medical Statistics and Epidemiology, Klinikum rechts der Isar, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.
| | - Bernd J Krause
- Department of Nuclear Medicine, Universitätsklinikum Rostock, Schillingallee 35, 18057, Rostock, Germany.
| | - Jurgen E Gschwend
- Department of Urology, Klinikum rechts der Isar, Technische Universität München, Ismaningerstraße 22, 81675, Munich, Germany.
| | - Margitta Retz
- Department of Urology, Klinikum rechts der Isar, Technische Universität München, Ismaningerstraße 22, 81675, Munich, Germany.
| | - Roman Nawroth
- Department of Urology, Klinikum rechts der Isar, Technische Universität München, Ismaningerstraße 22, 81675, Munich, Germany.
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Toss A, Mu Z, Fernandez S, Cristofanilli M. CTC enumeration and characterization: moving toward personalized medicine. ANNALS OF TRANSLATIONAL MEDICINE 2014; 2:108. [PMID: 25489582 DOI: 10.3978/j.issn.2305-5839.2014.09.06] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 06/20/2014] [Accepted: 08/28/2014] [Indexed: 12/27/2022]
Abstract
The primary cause of tumor-related death in breast cancer (BC) is still represented by distant metastasization. The dissemination of tumor cells from the primary tumor to distant sites through bloodstream cannot be early detected by standard imaging methods. The enumeration of circulating tumor cells (CTCs) represents an effective prognostic and predictive biomarker, which is able to monitor efficacy of adjuvant therapies, detect early development of (micro)metastases and at last, assess therapeutic responses of advanced disease earlier than traditional imaging methods. Moreover, since repeated tissue biopsies are invasive, costly and not always feasible, the assessment of tumor characteristics on CTCs, by a peripheral blood sample as a 'liquid biopsy', represents an attractive opportunity. The implementation of molecular and genomic characterization of CTCs could contribute to improve the treatment selection and thus, to move toward more personalized treatments. This review describes the current state of the art on CTC detection strategies, the evidence to demonstrate their clinical validity, and their potential impact for both future clinical trial design and, decision-making process in our daily practice.
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Affiliation(s)
- Angela Toss
- 1 Department of Oncology, Haematology and Respiratory Diseases, University of Modena and Reggio Emilia, Modena, Italy ; 2 Department of Medical Oncology, Thomas Jefferson University & Kimmel Cancer Center, Philadelphia, PA, USA
| | - Zhaomei Mu
- 1 Department of Oncology, Haematology and Respiratory Diseases, University of Modena and Reggio Emilia, Modena, Italy ; 2 Department of Medical Oncology, Thomas Jefferson University & Kimmel Cancer Center, Philadelphia, PA, USA
| | - Sandra Fernandez
- 1 Department of Oncology, Haematology and Respiratory Diseases, University of Modena and Reggio Emilia, Modena, Italy ; 2 Department of Medical Oncology, Thomas Jefferson University & Kimmel Cancer Center, Philadelphia, PA, USA
| | - Massimo Cristofanilli
- 1 Department of Oncology, Haematology and Respiratory Diseases, University of Modena and Reggio Emilia, Modena, Italy ; 2 Department of Medical Oncology, Thomas Jefferson University & Kimmel Cancer Center, Philadelphia, PA, USA
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Pavese JM, Bergan RC. Circulating tumor cells exhibit a biologically aggressive cancer phenotype accompanied by selective resistance to chemotherapy. Cancer Lett 2014; 352:179-86. [PMID: 25016063 PMCID: PMC4139115 DOI: 10.1016/j.canlet.2014.06.012] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2014] [Revised: 06/16/2014] [Accepted: 06/22/2014] [Indexed: 12/14/2022]
Abstract
With prostate cancer (PCa), circulating tumor cells (CTCs) and disseminated tumor cells (DTCs) portend a poor clinical prognosis. Their unknown biology precludes rational therapeutic design. We demonstrate that CTC and DTC cell lines, established from mice bearing human PCa orthotopic implants, exhibit increased cellular invasion in vitro, increased metastasis in mice, and express increased epithelial to mesenchymal transition biomarkers. Further, they are selectively resistant to growth inhibition by mitoxantrone-like agents. These findings demonstrate that CTC formation is accompanied by phenotypic progression without obligate reversion. Their increased metastatic potential, selective therapeutic resistance, and differential expression of potential therapeutic targets provide a rational basis to test further interventions.
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Affiliation(s)
- Janet M Pavese
- Department of Medicine, Northwestern University, United States
| | - Raymond C Bergan
- Department of Medicine, Northwestern University, United States; Robert H. Lurie Cancer Center, Northwestern University, United States; Center for Molecular Innovation and Drug Discovery, Northwestern University, United States.
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Shtivelman E, Beer TM, Evans CP. Molecular pathways and targets in prostate cancer. Oncotarget 2014; 5:7217-59. [PMID: 25277175 PMCID: PMC4202120 DOI: 10.18632/oncotarget.2406] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2014] [Accepted: 08/28/2014] [Indexed: 12/12/2022] Open
Abstract
Prostate cancer co-opts a unique set of cellular pathways in its initiation and progression. The heterogeneity of prostate cancers is evident at earlier stages, and has led to rigorous efforts to stratify the localized prostate cancers, so that progression to advanced stages could be predicted based upon salient features of the early disease. The deregulated androgen receptor signaling is undeniably most important in the progression of the majority of prostate tumors. It is perhaps because of the primacy of the androgen receptor governed transcriptional program in prostate epithelium cells that once this program is corrupted, the consequences of the ensuing changes in activity are pleotropic and could contribute to malignancy in multiple ways. Following localized surgical and radiation therapies, 20-40% of patients will relapse and progress, and will be treated with androgen deprivation therapies. The successful development of the new agents that inhibit androgen signaling has changed the progression free survival in hormone resistant disease, but this has not changed the almost ubiquitous development of truly resistant phenotypes in advanced prostate cancer. This review summarizes the current understanding of the molecular pathways involved in localized and metastatic prostate cancer, with an emphasis on the clinical implications of the new knowledge.
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Affiliation(s)
| | - Tomasz M. Beer
- Oregon Health & Science University, Knight Cancer Institute, Portland, OR
| | - Christopher P. Evans
- Department of Urology and Comprehensive Cancer Center, University of California Davis, Davis, CA
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Xia P, Wang W, Bai Y. Claudin-7 suppresses the cytotoxicity of TRAIL-expressing mesenchymal stem cells in H460 human non-small cell lung cancer cells. Apoptosis 2014; 19:491-505. [PMID: 24242915 DOI: 10.1007/s10495-013-0938-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Evidence suggests that the cytokine tumor necrosis factor-related apoptosis-inducing ligand (TRAIL) is a promising candidate for cancer therapeutics. Studies have also shown that claudin-7 (CLDN7) expression is variably dysregulated in various malignant neoplasms, with a role in lung cancer that has not been definitively decided. This work investigated the differential sensitivity of CLDN7-overexpressing human NSCLC H460 cells to TRAIL in vitro and in mouse xenografts, and explored the molecular mechanisms responsible for these effects. NCI-H460 cells were transfected or not with green fluorescent protein-tagged CLDN7. Each group was then exposed to mesenchymal stem cells (MSCs) or red fluorescent protein-tagged MSCs transduced with lentivirus expressing membrane-bound TRAIL. The effects and related mechanisms of these treatments were evaluated in vitro, and in vivo in murine xenografts. Our results indicate that TRAIL induced apoptosis in H460 cells in vitro, and in established xenograft tumors TRAIL was associated with a decrease in tumor size, tumor weight, and circulating tumor cells. CLDN7 was found to inhibit the MEK/ERK signaling pathway, leading to inhibition of death receptor 5 (TNFRSF10B). The cytotoxicity of TRAIL was confirmed in H460 cells and in vivo, and CLDN7 suppressed the cytotoxicity of TRAIL in H460 cells. Our results indicate that TRAIL may be a useful therapy to enhance apoptosis in CLDN7-negative lung cancer cells.
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Affiliation(s)
- Pu Xia
- Department of Biochemistry and Molecular Biology, School of Basic Medical Science, China Medical University, Shenyang, 110001, People's Republic of China,
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Zhou G, Lin M, Song P, Chen X, Chao J, Wang L, Huang Q, Huang W, Fan C, Zuo X. Multivalent capture and detection of cancer cells with DNA nanostructured biosensors and multibranched hybridization chain reaction amplification. Anal Chem 2014; 86:7843-8. [PMID: 24989246 DOI: 10.1021/ac502276w] [Citation(s) in RCA: 121] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Sensitive detection of cancer cells plays a critically important role in the early detection of cancer and cancer metastasis. However, because circulating tumor cells are extremely rare in peripheral blood, the detection of cancer cells with high analytical sensitivity and specificity remains challenging. Here, we have demonstrated a simple, sensitive and specific detection of cancer cells with the detection sensitivity of four cancer cells, which is lower than the cutoff value with respect to correlation with survival outcomes as well as predictive of metastatic disease in clinical diagnostics. We re-engineered the hybridization chain reaction (HCR) to multibranched HCR (mHCR) that can produce long products with multiple biotins for signal amplification and multiple branched arms for multivalent binding. The capturing gold surface is modified with DNA tetrahedral probes, which provide superior hybridization conditions for the multivalent binding. The synergetic effect of mHCR amplification and multivalent binding lead to the high sensitivity of our detection platform.
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Affiliation(s)
- Guobao Zhou
- Division of Physical Biology & Bioimaging Center, Shanghai Synchrotron Radiation Facility, Shanghai Institute of Applied Physics, Chinese Academy of Sciences , Shanghai, China 201800
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Circulating tumor cells exhibit a biologically aggressive cancer phenotype accompanied by selective resistance to chemotherapy. Cancer Lett 2014; 325:99-107. [PMID: 25016063 DOI: 10.1016/j.canlet.2012.06.012] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2012] [Revised: 05/31/2012] [Accepted: 06/24/2012] [Indexed: 12/14/2022]
Abstract
With prostate cancer (PCa), circulating tumor cells (CTCs) and disseminated tumor cells (DTCs) portend a poor clinical prognosis. Their unknown biology precludes rational therapeutic design. We demonstrate that CTC and DTC cell lines, established from mice bearing human PCa orthotopic implants, exhibit increased cellular invasion in vitro, increased metastasis in mice, and express increased epithelial to mesenchymal transition biomarkers. Further, they are selectively resistant to growth inhibition by mitoxantrone-like agents. These findings demonstrate that CTC formation is accompanied by phenotypic progression without obligate reversion. Their increased metastatic potential, selective therapeutic resistance, and differential expression of potential therapeutic targets provide a rational basis to test further interventions.
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Abstract
The availability of new therapeutic options for the treatment of metastatic castration-resistant prostate cancer (mCRPC) has heightened the importance of monitoring and assessing treatment response. Accordingly, there is an unmet clinical need for reliable biomarkers that can be used to guide therapy. Circulating tumour cells (CTCs) are rare cells that are shed from primary and metastatic tumour deposits into the peripheral circulation, and represent a means of performing noninvasive tumour sampling. Indeed, enumeration of CTCs before and after therapy has shown that CTC burden correlates with prognosis in patients with mCRPC. Moreover, studies have demonstrated the potential of molecular analysis of CTCs in monitoring and predicting response to therapy in patients. This Review describes the challenges associated with monitoring treatment response in mCRPC, and the advancements in CTC-analysis technologies applied to such assessments and, ultimately, guiding prostate cancer treatment.
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Grover PK, Cummins AG, Price TJ, Roberts-Thomson IC, Hardingham JE. Circulating tumour cells: the evolving concept and the inadequacy of their enrichment by EpCAM-based methodology for basic and clinical cancer research. Ann Oncol 2014; 25:1506-16. [PMID: 24651410 DOI: 10.1093/annonc/mdu018] [Citation(s) in RCA: 158] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Increasing evidence suggests that circulating tumour cells (CTCs) are responsible for metastatic relapse and this has fuelled interest in their detection and quantification. Although numerous methods have been developed for the enrichment and detection of CTCs, none has yet reached the 'gold' standard. Since epithelial cell adhesion molecule (EpCAM)-based enrichment of CTCs offers several advantages, it is one of the most commonly used and has been adapted for high-throughput technology. However, emerging evidence suggests that CTCs are highly heterogeneous: they consist of epithelial tumour cells, epithelial-to-mesenchymal transition (EMT) cells, hybrid (epithelial/EMT(+)) tumour cells, irreversible EMT(+) tumour cells, and circulating tumour stem cells (CTSCs). The EpCAM-based approach does not detect CTCs expressing low levels of EpCAM and non-epithelial phenotypes such as CTSCs and those that have undergone EMT and no longer express EpCAM. Thus, the approach may lead to underestimation of the significance of CTCs, in general, and CTSCs and EMT(+) tumour cells, in particular, in cancer dissemination. Here, we provide a critical review of research literature on the evolving concept of CTCs and the inadequacy of their enrichment by EpCAM-based technology for basic and clinical cancer research. The review also outlines future perspectives in the field.
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Affiliation(s)
| | | | - T J Price
- Haematology-Oncology, The Queen Elizabeth Hospital, Woodville South, Australia
| | | | - J E Hardingham
- Haematology-Oncology, The Queen Elizabeth Hospital, Woodville South, Australia
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Ma X, Xiao Z, Li X, Wang F, Zhang J, Zhou R, Wang J, Liu L. Prognostic role of circulating tumor cells and disseminated tumor cells in patients with prostate cancer: a systematic review and meta-analysis. Tumour Biol 2014; 35:5551-60. [PMID: 24563278 DOI: 10.1007/s13277-014-1731-5] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2013] [Accepted: 02/04/2014] [Indexed: 02/05/2023] Open
Abstract
Circulating tumor cells (CTCs) and disseminated tumor cells (DTCs) displayed their roles in prognosis prediction in prostate cancer. The objective of the present study was to conduct a systematic review and meta-analysis of published literature while investigating the correlation between survival outcome and CTCs or DTCs counts in patients with prostate cancer. Relevant literature was searched in Pubmed and Embase. Survival data of included study were extracted. Forrest plots were used to estimate the effect of CTCs/DTCs on the survival of patients. Publication bias was evaluated using Begg's test. The estimated HRs and 95 % confidence interval for the effect of CTCs/DTCs on overall survival (OS) and biochemical relapse-free survival (bRFS) or disease-free survival (DFS) were 2.43 [2.07, 2.86] (p<0.00001) and 2.15 [1.69, 2.73] (p<0.00001), respectively. Subgroup analysis revealed that CTCs were also relevant to poor prognosis (hazard ratio (HR) 2.43 [2.05, 2.89] for OS, HR 2.46 [2.08, 2.90] for bRFS/DFS). A similar result was yielded in DTCs (1.47 [1.21, 1.80] for DFS). CTCs/DTCs could also predict poor OS in metastatic prostate cancer (2.37 [1.99, 2.82], p<0.00001) and in localized stage (HR 1.84 [1.47, 2.28], p<0.00001). In addition, CTCs/DTCs detected by different methods, especially by CellSearch system (HR for OS 2.36 [1.95, 2.85] and HR for bRFS/DFS 2.53 [1.66, 3.85]), were relevant to poor prognosis. Available evidence supported the notion of the strong prognostic value of CTCs. CTCs are promising biomarkers that are clinically implemented in the therapeutic decision-making process in patients with prostate cancer.
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Affiliation(s)
- Xuelei Ma
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, West China Medical School, Sichuan University, Chengdu, China
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Samlowski WE, McGregor JR, Samlowski ST, Tharkar S, Shen S, Bentz JS. Growth of Circulating Tumor Cell-Derived Colonies from Peripheral Blood of Melanoma Patients: Preliminary Characterization of Colony Composition. Health (London) 2014. [DOI: 10.4236/health.2014.612181] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Blom A, Bhatia S, Pietromonaco S, Koehler K, Iyer JG, Nagase K, Paulson K, Sabath DE, Nghiem P. Clinical utility of a circulating tumor cell assay in Merkel cell carcinoma. J Am Acad Dermatol 2013; 70:449-55. [PMID: 24388423 DOI: 10.1016/j.jaad.2013.10.051] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2013] [Revised: 10/07/2013] [Accepted: 10/28/2013] [Indexed: 12/30/2022]
Abstract
BACKGROUND Quantitation of circulating tumor cells (CTCs) has utility in managing breast, colon, and prostate carcinomas. OBJECTIVE We sought to determine whether a commercially available CTC assay provides prognostic information in Merkel cell carcinoma (MCC), insight into treatment responses, or both. METHODS We analyzed CTCs in 52 specimens from 34 patients with MCC. RESULTS The presence of CTCs correlated with extent of disease at blood draw (P = .004). Among 15 patients with regional nodal disease, CTC-negative patients had 80% disease-specific survival at 2 years after the test, versus 29% for CTC-positive patients (P = .015). Among the entire cohort, those without CTCs had 72% MCC-specific survival whereas CTC-positive patients had 25% survival (n = 34, median follow-up 19 months, P = .0003). Fifty seven percent of patients with MCC had a cytokeratin "dot" visible in 20% or more of CTCs, a feature that was absent among CTCs from other carcinomas (0 of 13 cases). LIMITATIONS CTC assay was performed at variable times after diagnosis and heterogeneity in extent of disease affects interpretability of the data. CONCLUSION CTC detection in MCC is feasible and appears to add prognostic information, particularly in patients with regional nodal disease. It may also assist clinical management in certain situations, including differentiating metastatic MCC cells from those of other carcinomas.
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Affiliation(s)
- Astrid Blom
- Department of Medicine/Dermatology, University of Washington, Seattle, Washington
| | - Shailender Bhatia
- Department of Medicine/Oncology, University of Washington, Seattle, Washington
| | | | - Karen Koehler
- Department of Laboratory Medicine, University of Washington, Seattle, Washington
| | - Jayasri G Iyer
- Department of Medicine/Dermatology, University of Washington, Seattle, Washington
| | - Kotaro Nagase
- Department of Medicine/Dermatology, University of Washington, Seattle, Washington
| | - Kelly Paulson
- Department of Medicine/Dermatology, University of Washington, Seattle, Washington
| | - Daniel E Sabath
- Department of Laboratory Medicine, University of Washington, Seattle, Washington
| | - Paul Nghiem
- Department of Medicine/Dermatology, University of Washington, Seattle, Washington.
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Ricci E, Mattei E, Dumontet C, Eaton CL, Hamdy F, van der Pluije G, Cecchini M, Thalmann G, Clezardin P, Colombel M. Increased expression of putative cancer stem cell markers in the bone marrow of prostate cancer patients is associated with bone metastasis progression. Prostate 2013; 73:1738-46. [PMID: 24115186 DOI: 10.1002/pros.22689] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2012] [Accepted: 12/03/2012] [Indexed: 01/25/2023]
Abstract
BACKGROUND The number of cells positive for the α-6 and α-2 integrin subunits and the c-Met receptor in primary tumors and bone biopsies from prostate cancer patients has been correlated with metastasis and disease progression. The objective of this study was to quantify disseminated tumour cells present in bone marrow in prostate cancer patients using specific markers and determine their correlation with metastasis and survival. METHODS Patients were included at different stage of prostate cancer disease, from localised to metastatic castration-resistant prostate cancer. Healthy men were used as a control group. Bone marrow samples were collected and nucleated cells separated. These were stained for CD45, α-2, α-6 integrin subunits and c-Met and samples were processed for analysis and quantification of CD45-/α2+/α6+/c-met + cells using flow cytometry. Clinical and pathological parameters were assessed and survival measured. Statistical analyses were made of associations between disease specific parameters, bone marrow flow cytometry data, prostate-specific antigen (PSA) progression free survival and bone metastases progression free survival. RESULTS For all markers, the presence of more than 0.1% positive cells in bone marrow aspirates was significantly associated with the risk of biochemical progression, the risk of developing metastasis and death from prostate cancer. CONCLUSIONS Quantification of cells carrying putative stem cell markers in bone marrow is a potential indicator of disease progression. Functional studies on isolated cells are needed to show more specifically their property for metastatic spread in prostate cancer.
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Affiliation(s)
- Estelle Ricci
- Service d'Urologie et Chirurgie de la Transplantation, Université Lyon 1, Lyon, France
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Morris MJ, Autio KA, Basch EM, Danila DC, Larson S, Scher HI. Monitoring the clinical outcomes in advanced prostate cancer: what imaging modalities and other markers are reliable? Semin Oncol 2013; 40:375-92. [PMID: 23806501 DOI: 10.1053/j.seminoncol.2013.04.008] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Effective patient care and efficient drug development require accurate tools to assess treatment effects. For metastatic castration-resistant prostate cancer (mCRPC), response biomarkers have historically been poorly reproducible, inaccurate, inconsistently applied, or only loosely associated with tangible clinical benefits such as survival. However, the field of response assessments for prostate cancer is maturing, in compliance with a rigorous process defined by analytic validation, clinical validation, and clinical qualification. For example, bone imaging with technetium-99m scintigraphy has historically been poorly used in prostate cancer clinical trials and routine patient care, and frequently has led to poor decision-making. However, contemporary clinical trial consensus criteria (Prostate Cancer Working Group 2 [PCWG2]) have standardized the definition of progression on bone scintigraphy and the clinical trials endpoint of radiographic progression-free survival (rPFS). A validated bone scan interpretation form captures the relevant data elements. rPFS and the forms have been undergoing prospective testing in multiple phase III studies. The first of these trials demonstrated a high degree of reproducibility and correlation with overall survival, and rPFS was used by the US Food and Drug Administration (FDA) for approval of abiraterone in chemotherapy-naïve mCRPC. Circulating tumor cells (CTC) are another class of assays with significant promise as response-indicator biomarkers. CTC enumeration has undergone analytic validation and has been FDA-cleared for monitoring patients with prostate cancer in conjunction with other clinical methods. It is not yet a surrogate for survival. Patient-reported outcomes (PROs) are direct indicators of patient benefit. The assays to measure PROs must undergo each of the steps of biomarker development, and are increasingly being standardized and used as clinical trial endpoints. In this review, we critically assess each of these classes of novel biomarkers--imaging, CTC, and PROs--in regard to the quality of data supporting their use to monitor clinical outcomes in advanced prostate cancer.
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Affiliation(s)
- Michael J Morris
- Genitourinary Oncology Service, Department of Medicine, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA.
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Essentials of circulating tumor cells for clinical research and practice. Crit Rev Oncol Hematol 2013; 88:338-56. [PMID: 23830807 DOI: 10.1016/j.critrevonc.2013.05.002] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2012] [Revised: 03/17/2013] [Accepted: 05/02/2013] [Indexed: 02/06/2023] Open
Abstract
The major cause of death due to cancer is its metastatic deposit in numerous tissues and organs. The metastatic process requires the migration of malignant cells from primary sites to distant environments. Even for tumors initially spreading through lymphatic vessels, hematogenous transport is the most common metastatic pathway. The detachment of cancer cells from a primary tumor into the blood stream is called epithelial-mesenchymal transition (EMT). As these cells circulate further in the bloodstream they are known as circulating tumor cells (CTCs). The CTC population is highly resilient, enabling the cells to colonize a foreign microenvironment. Alternatively, cancer stem cells (CSCs) may arise from differentiated cancer cells through EMT and an embryonic transdifferentiation process. The presence of CTCs/CSCs in blood seems to be a determining factor of metastasis. This paper reviews various methods of clinical cancer detection as well as the biology and molecular characterization of CTCs/CSCs. Our goal was to summarize clinical studies which used CTC/CSCs for prognosis in patients with breast, colorectal, prostate, lung, ovarian, and bladder cancer.
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46
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Kim Y, Kislinger T. Novel approaches for the identification of biomarkers of aggressive prostate cancer. Genome Med 2013; 5:56. [PMID: 23809668 PMCID: PMC3706951 DOI: 10.1186/gm460] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
The ability to distinguish indolent from aggressive prostate tumors remains one of the greatest challenges in the management of this disease. Ongoing efforts to establish a panel of molecular signatures, comprising gene expression profiles, proteins, epigenetic patterns, or a combination of these alterations, are being propelled by rapid advancements in 'omics' technologies. The identification of such biomarkers in biological fluids is an especially attractive goal for clinical applications. Here, we summarize recent progress in the identification of candidate prognostic biomarkers of prostate cancer using biological fluid samples.
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Affiliation(s)
- Yunee Kim
- Department of Medical Biophysics, University of Toronto, Toronto, Canada M5G 1L7
| | - Thomas Kislinger
- Department of Medical Biophysics, University of Toronto, Toronto, Canada M5G 1L7 ; Princess Margaret Cancer Center, University Health Network, Toronto, Canada M5G 1L7
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Arya SK, Lim B, Rahman ARA. Enrichment, detection and clinical significance of circulating tumor cells. LAB ON A CHIP 2013; 13:1995-2027. [PMID: 23625167 DOI: 10.1039/c3lc00009e] [Citation(s) in RCA: 92] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Circulating Tumor Cells (CTCs) are shed from primary or secondary tumors into blood circulation. Accessing and analyzing these cells provides a non-invasive alternative to tissue biopsy. CTCs are estimated to be as few as 1 cell among a few million WBCs and few billion RBCs in 1 ml of patient blood and are rarely found in healthy individuals. CTCs are FDA approved for prognosis of the major cancers, namely, Breast, Colon and Prostate. Currently, more than 400 clinical trials are ongoing to establish their clinical significance beyond prognosis, such as, therapy selection and companion diagnostics. Understanding the clinical relevance of CTCs typically involves isolation, detection and molecular characterization of cells, ideally at single cell level. The need for highly reliable, standardized and robust methodologies for isolating and analyzing CTCs has been widely expressed by clinical thought leaders. In the last decade, numerous academic and commercial technology platforms for isolation and analysis of CTCs have been reported. A recent market report highlighted the presence of more than 100 companies offering products and services related to CTCs. This review aims to capture the state of the art and examines the technical merits and limitations of contemporary technologies for clinical use.
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Affiliation(s)
- Sunil K Arya
- Bioelectronics Programme, Institute of Microelectronics, A*STAR (Agency for Science, Technology and Research), 11 Science Park Road, Singapore Science Park II, Singapore 117685.
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Chen CL, Mahalingam D, Osmulski P, Jadhav RR, Wang CM, Leach RJ, Chang TC, Weitman SD, Kumar AP, Sun L, Gaczynska ME, Thompson IM, Huang THM. Single-cell analysis of circulating tumor cells identifies cumulative expression patterns of EMT-related genes in metastatic prostate cancer. Prostate 2013; 73:813-26. [PMID: 23280481 PMCID: PMC4882087 DOI: 10.1002/pros.22625] [Citation(s) in RCA: 177] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2012] [Accepted: 11/02/2012] [Indexed: 02/06/2023]
Abstract
BACKGROUND Prostate tumors shed circulating tumor cells (CTCs) into the blood stream. Increased evidence shows that CTCs are often present in metastatic prostate cancer and can be alternative sources for disease profiling and prognostication. Here we postulate that CTCs expressing genes related to epithelial-mesenchymal transition (EMT) are strong predictors of metastatic prostate cancer. METHODS A microfiltration system was used to trap CTCs from peripheral blood based on size selection of large epithelial-like cells without CD45 leukocyte marker. These cells individually retrieved with a micromanipulator device were assessed for cell membrane physical properties using atomic force microscopy. Additionally, 38 CTCs from eight prostate cancer patients were used to determine expression profiles of 84 EMT-related and reference genes using a microfluidics-based PCR system. RESULTS Increased cell elasticity and membrane smoothness were found in CTCs compared to noncancerous cells, highlighting their potential invasiveness and mobility in the peripheral circulation. Despite heterogeneous expression patterns of individual CTCs, genes that promote mesenchymal transitioning into a more malignant state, including IGF1, IGF2, EGFR, FOXP3, and TGFB3, were commonly observed in these cells. An additional subset of EMT-related genes (e.g., PTPRN2, ALDH1, ESR2, and WNT5A) were expressed in CTCs of castration-resistant cancer, but less frequently in castration-sensitive cancer. CONCLUSIONS The study suggests that an incremental expression of EMT-related genes in CTCs is associated with metastatic castration-resistant cancer. Although CTCs represent a group of highly heterogeneous cells, their unique EMT-related gene signatures provide a new opportunity for personalized treatments with targeted inhibitors in advanced prostate cancer patients.
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MESH Headings
- Cell Line, Tumor
- DNA, Neoplasm/chemistry
- DNA, Neoplasm/genetics
- Epithelial-Mesenchymal Transition/genetics
- Gene Expression Regulation, Neoplastic
- Humans
- Leukocytes, Mononuclear/metabolism
- Leukocytes, Mononuclear/pathology
- Male
- Microfluidic Analytical Techniques
- Microscopy, Atomic Force
- Neoplasms, Hormone-Dependent/blood
- Neoplasms, Hormone-Dependent/genetics
- Neoplasms, Hormone-Dependent/metabolism
- Neoplastic Cells, Circulating/metabolism
- Neoplastic Cells, Circulating/pathology
- Prostatic Neoplasms/blood
- Prostatic Neoplasms/genetics
- Prostatic Neoplasms/metabolism
- Reverse Transcriptase Polymerase Chain Reaction
- Single-Cell Analysis/methods
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Affiliation(s)
- Chun-Liang Chen
- Department of Molecular Medicine, University of Texas Health Science Center San Antonio, Texas
| | - Devalingam Mahalingam
- Department of Medicine, University of Texas Health Science Center San Antonio, Texas
| | - Pawel Osmulski
- Department of Molecular Medicine, University of Texas Health Science Center San Antonio, Texas
| | - Rohit R. Jadhav
- Department of Molecular Medicine, University of Texas Health Science Center San Antonio, Texas
| | - Chiou-Miin Wang
- Department of Molecular Medicine, University of Texas Health Science Center San Antonio, Texas
| | - Robin J. Leach
- Department of Cellular and Structural Biology, University of Texas Health Science Center San Antonio, Texas
- Department of Urology, University of Texas Health Science Center San Antonio, Texas
| | - Tien-Cheng Chang
- Department of Obstetrics/Gynecology, University of Texas Health Science Center San Antonio, Texas
| | - Steven D. Weitman
- Department of Pediatrics, University of Texas Health Science Center San Antonio, Texas
- Institute for Drug Development Cancer Therapy and Research Center, University of Texas Health Science Center San Antonio, Texas
| | - Addanki Pratap Kumar
- Department of Urology, University of Texas Health Science Center San Antonio, Texas
| | - LuZhe Sun
- Department of Cellular and Structural Biology, University of Texas Health Science Center San Antonio, Texas
| | - Maria E. Gaczynska
- Department of Molecular Medicine, University of Texas Health Science Center San Antonio, Texas
| | - Ian M. Thompson
- Department of Urology, University of Texas Health Science Center San Antonio, Texas
| | - Tim Hui-Ming Huang
- Department of Molecular Medicine, University of Texas Health Science Center San Antonio, Texas
- Correspondence to: Tim Huang, Department of Molecular Medicine/Institute of Biotechnology, University of Texas Health Science Center, 7703 Floyd Curl Drive, Mail Code 8257, STRF, San Antonio, Texas 78229-3900;
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Abstract
To improve future drug development and patient management for patients with castration-resistant prostate cancer (CRPC), surrogate biomarkers that are linked to relevant outcomes are urgently needed. A biomarker must be measurable, reproducible, linked to relevant clinical outcomes, and demonstrate clinical utility. This area is rapidly evolving, with recent trials in patients with CRPC incorporating the detection of circulating tumour cells (CTCs), imaging, and patient-reported outcome biomarkers. We discuss the framework for the development of biomarkers for CRPC, including different categories and contexts of use. We also highlight the requirements of analytical validation, the sequence of trials needed for clinical validation and regulatory approval, and the future outlook for imaging and CTC biomarkers.
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Thalgott M, Rack B, Maurer T, Souvatzoglou M, Eiber M, Kreß V, Heck MM, Andergassen U, Nawroth R, Gschwend JE, Retz M. Detection of circulating tumor cells in different stages of prostate cancer. J Cancer Res Clin Oncol 2013; 139:755-63. [PMID: 23358719 DOI: 10.1007/s00432-013-1377-5] [Citation(s) in RCA: 97] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2012] [Accepted: 01/10/2013] [Indexed: 02/05/2023]
Abstract
PURPOSE To explore circulating tumor cell (CTCs) counts in different stages of prostate cancer (PC) in association with tumor burden, metastatic pattern and conventional serum biomarkers. Overall survival (OS) analyses were conducted with respect to optimized CTC cutoff levels. METHODS Circulating tumor cell counts were assessed in healthy controls (n = 15) as well as in locally advanced high risk (LAPC, n = 20), metastatic castration resistant (mCRPC, n = 40) and taxane-refractory (mTRPC, n = 15) PC patients. CTCs were detected using the CellSearch System. RESULTS In metastatic PC (mPC), CTC counts were significantly increased compared to LAPC (p < 0.001). In LAPC, CTCs were at control level (p = 0.66). Patients with both bone and visceral lesions revealed the highest median CTC count (p = 0.004), whereas patients with sole soft tissue metastases displayed CTC counts comparable to controls (p = 0.16). No correlation was observed between CTC counts and osseous tumor burden assessed by bone lesion count (p = 0.54) or bone scan index (p = 0.81). CTC counts revealed a positive correlation with alkaline phosphatase (p < 0.001) and lactate dehydrogenase (p < 0.001) as well as a negative association with hemoglobin (p = 0.004) and PSA-doubling time (p = 0.01). Kaplan-Meier analyses demonstrated a cohort adjusted cutoff level of 3 CTCs with a shorter OS in case of ≥3 CTCs compared to <3 CTCs (p = 0.001), a cutoff level applicable in mCRPC (p = 0.003) but not in mTRPC patients (p = 0.054). CONCLUSIONS Circulating tumor cell counts are applicable as a prognostic molecular marker, especially in mCRPC patients harboring bone metastases with or without visceral metastases. For clinical practice, mPC patients with elevated CTC counts in combination with short PSA-DT, high alkaline phosphatase and lactate dehydrogenase levels as well as low hemoglobin levels are at high risk of disease progression and limited OS.
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Affiliation(s)
- Mark Thalgott
- Department of Urology, Rechts der Isar Medical Center, Technische Universität München, Munich, Germany.
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