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Zhu W, Zhang XY, Marjani SL, Zhang J, Zhang W, Wu S, Pan X. Next-generation molecular diagnosis: single-cell sequencing from bench to bedside. Cell Mol Life Sci 2017; 74:869-880. [PMID: 27738745 PMCID: PMC11107533 DOI: 10.1007/s00018-016-2368-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2016] [Revised: 08/31/2016] [Accepted: 09/14/2016] [Indexed: 02/05/2023]
Abstract
Single-cell sequencing (SCS) is a fast-growing, exciting field in genomic medicine. It enables the high-resolution study of cellular heterogeneity, and reveals the molecular basis of complicated systems, which facilitates the identification of new biomarkers for diagnosis and for targeting therapies. It also directly promotes the next generation of genomic medicine because of its ultra-high resolution and sensitivity that allows for the non-invasive and early detection of abnormalities, such as aneuploidy, chromosomal translocation, and single-gene disorders. This review provides an overview of the current progress and prospects for the diagnostic applications of SCS, specifically in pre-implantation genetic diagnosis/screening, non-invasive prenatal diagnosis, and analysis of circulating tumor cells. These analyses will accelerate the early and precise control of germline- or somatic-mutation-based diseases, particularly single-gene disorders, chromosome abnormalities, and cancers.
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Affiliation(s)
- Wanjun Zhu
- Department of Genetics, School of Medicine, Yale University, New Haven, CT, 06520, USA
- College of Veterinary Medicine, University of Minnesota, Twin Cities, Saint Paul, MN, 55108, USA
| | - Xiao-Yan Zhang
- Hangzhou Cancer Institution, Hangzhou Cancer Hospital, Hangzhou, 310002, Zhejiang, People's Republic of China
| | - Sadie L Marjani
- Department of Biology, Central Connecticut State University, New Britain, CT, 06050, USA
| | - Jialing Zhang
- Department of Genetics, School of Medicine, Yale University, New Haven, CT, 06520, USA
| | - Wengeng Zhang
- Precision Medicine Center, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Shixiu Wu
- Hangzhou Cancer Institution, Hangzhou Cancer Hospital, Hangzhou, 310002, Zhejiang, People's Republic of China.
| | - Xinghua Pan
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Guangdong Province Key Laboratory of Biochip Technology, Southern Medical University, Guangzhou, 510515, Guangdong, People's Republic of China.
- Department of Genetics, School of Medicine, Yale University, New Haven, CT, 06520, USA.
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Oh BY, Kim J, Lee WY, Kim HC. A New Size-based Platform for Circulating Tumor Cell Detection in Colorectal Cancer Patients. Clin Colorectal Cancer 2017; 16:214-219. [PMID: 28209483 DOI: 10.1016/j.clcc.2017.01.007] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Accepted: 01/13/2017] [Indexed: 01/04/2023]
Abstract
BACKGROUND Circulating tumor cells (CTCs) might play a significant role in cancer progression and metastasis. However, the ability to detect CTCs is limited, especially in cells undergoing epithelial-mesenchymal transition. In this study, we evaluated a new size-based CTC detection platform and its clinical efficacy in colorectal cancer. PATIENTS AND METHODS Blood samples were obtained from 76 patients with colorectal cancer and 20 healthy control subjects for CTC analysis. CTCs were enriched using a high-density microporous chip filter and were detected using a 4-color staining protocol including 4',6-diamidino-2-phenylindole (DAPI) for nucleated cells, CD45 monoclonal antibody (mAb) as a leukocyte marker, and epithelial cell adhesion molecule (EpCAM) mAb or cytokeratin (CK) mAb as an epithelial cell marker. CTC positivity was defined as DAPI-positive (DAPI+)/CD45-/EpCAM+ or CK+ cells and clinical outcomes of patients were analyzed according to CTC counts. RESULTS CTCs were detected in 50 patients using this size-based filtration platform. CTC+ patients were more frequently identified with a high level of carcinoembryonic antigen and advanced stage cancer (P = .038 and P = .017, respectively). CTC counts for patients with stage IV cancer (12.47 ± 24.00) were significantly higher than those for patients with cancers that were stage I to III (2.84 ± 5.29; P = .005) and healthy control subjects (0.25 ± 0.55; P < .001). In addition, progression-free survival tended to be lower in CTC+ patients compared with CTC- patients (P = .092). In patients with stage I to III cancer, recurrence occurred only in CTC+ patients. CONCLUSION CTC positivity was found to correlate with clinical features of colorectal cancer patients. Our results suggest that this new size-based platform has potential for determining prognosis and therapeutic response in colorectal cancer patients.
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Affiliation(s)
- Bo Young Oh
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jhingook Kim
- Department of Thoracic and Cardiovascular Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Woo Yong Lee
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
| | - Hee Cheol Kim
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
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He M, Chen Z, Martin M, Zhang J, Sangwung P, Woo B, Tremoulet AH, Shimizu C, Jain MK, Burns JC, Shyy JYJ. miR-483 Targeting of CTGF Suppresses Endothelial-to-Mesenchymal Transition: Therapeutic Implications in Kawasaki Disease. Circ Res 2017; 120:354-365. [PMID: 27923814 PMCID: PMC5391835 DOI: 10.1161/circresaha.116.310233] [Citation(s) in RCA: 83] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2016] [Revised: 12/01/2016] [Accepted: 12/06/2016] [Indexed: 12/17/2022]
Abstract
RATIONALE Endothelial-mesenchymal transition (EndoMT) is implicated in myofibroblast-like cell-mediated damage to the coronary arterial wall in acute Kawasaki disease (KD) patients, as evidenced by positive staining for connective tissue growth factor (CTGF) and EndoMT markers in KD autopsy tissues. However, little is known about the molecular basis of EndoMT involved in KD. OBJECTIVE We investigated the microRNA (miRNA) regulation of CTGF and the consequent EndoMT in KD pathogenesis. As well, the modulation of this process by statin therapy was studied. METHODS AND RESULTS Sera from healthy children and KD subjects were incubated with human umbilical vein endothelial cells. Cardiovascular disease-related miRNAs, CTGF, and EndoMT markers were quantified using reverse transcriptase quantitative polymerase chain reaction, ELISA, and Western blotting. Compared with healthy controls, human umbilical vein endothelial cell incubated with sera from acute KD patients had decreased miR-483, increased CTGF, and increased EndoMT markers. Bioinformatics analysis followed by functional validation demonstrated that Krüppel-like factor 4 (KLF4) transactivates miR-483, which in turn targets the 3' untranslated region of CTGF mRNA. Overexpression of KLF4 or pre-miR-483 suppressed, whereas knockdown of KLF4 or anti-miR-483 enhanced, CTGF expression in endothelial cells in vitro and in vivo. Furthermore, atorvastatin, currently being tested in a phase I/IIa clinical trial in KD children, induced KLF4-miR-483, which suppressed CTGF and EndoMT in endothelial cells. CONCLUSIONS KD sera suppress the KLF4-miR-483 axis in endothelial cells, leading to increased expression of CTGF and induction of EndoMT. This detrimental process in the endothelium may contribute to coronary artery abnormalities in KD patients. Statin therapy may benefit acute KD patients, in part, through the restoration of KLF4-miR-483 expression. CLINICAL TRIAL REGISTRATION URL: http://www.clinicaltrials.gov. Unique identifier: NCT01431105.
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Affiliation(s)
- Ming He
- From the Cardiovascular Research Center, Key Laboratory of Environment and Genes Related to Diseases (M.H., J.Z., J.Y.-J.S.), Department of Rheumatology, First Affiliated Hospital (M.H.), Xi'an Jiaotong University Health Science Center, China; Division of Cardiology, Department of Medicine (M.H., Z.C., M.M., B.W., J.Y.-J.S.) and Department of Pediatrics (A.H.T., C.S., J.C.B.), University of California, San Diego; Rady Children's Hospital, San Diego, CA (A.H.T., J.C.B.); Division of Biochemistry and Molecular Biology, University of California, Riverside (M.M.); and Case Cardiovascular Research Institute, School of Medicine, Case Western Reserve University, Cardiovascular Research Center, Cleveland, OH (P.S., M.K.J.)
| | - Zhen Chen
- From the Cardiovascular Research Center, Key Laboratory of Environment and Genes Related to Diseases (M.H., J.Z., J.Y.-J.S.), Department of Rheumatology, First Affiliated Hospital (M.H.), Xi'an Jiaotong University Health Science Center, China; Division of Cardiology, Department of Medicine (M.H., Z.C., M.M., B.W., J.Y.-J.S.) and Department of Pediatrics (A.H.T., C.S., J.C.B.), University of California, San Diego; Rady Children's Hospital, San Diego, CA (A.H.T., J.C.B.); Division of Biochemistry and Molecular Biology, University of California, Riverside (M.M.); and Case Cardiovascular Research Institute, School of Medicine, Case Western Reserve University, Cardiovascular Research Center, Cleveland, OH (P.S., M.K.J.)
| | - Marcy Martin
- From the Cardiovascular Research Center, Key Laboratory of Environment and Genes Related to Diseases (M.H., J.Z., J.Y.-J.S.), Department of Rheumatology, First Affiliated Hospital (M.H.), Xi'an Jiaotong University Health Science Center, China; Division of Cardiology, Department of Medicine (M.H., Z.C., M.M., B.W., J.Y.-J.S.) and Department of Pediatrics (A.H.T., C.S., J.C.B.), University of California, San Diego; Rady Children's Hospital, San Diego, CA (A.H.T., J.C.B.); Division of Biochemistry and Molecular Biology, University of California, Riverside (M.M.); and Case Cardiovascular Research Institute, School of Medicine, Case Western Reserve University, Cardiovascular Research Center, Cleveland, OH (P.S., M.K.J.)
| | - Jin Zhang
- From the Cardiovascular Research Center, Key Laboratory of Environment and Genes Related to Diseases (M.H., J.Z., J.Y.-J.S.), Department of Rheumatology, First Affiliated Hospital (M.H.), Xi'an Jiaotong University Health Science Center, China; Division of Cardiology, Department of Medicine (M.H., Z.C., M.M., B.W., J.Y.-J.S.) and Department of Pediatrics (A.H.T., C.S., J.C.B.), University of California, San Diego; Rady Children's Hospital, San Diego, CA (A.H.T., J.C.B.); Division of Biochemistry and Molecular Biology, University of California, Riverside (M.M.); and Case Cardiovascular Research Institute, School of Medicine, Case Western Reserve University, Cardiovascular Research Center, Cleveland, OH (P.S., M.K.J.)
| | - Panjamaporn Sangwung
- From the Cardiovascular Research Center, Key Laboratory of Environment and Genes Related to Diseases (M.H., J.Z., J.Y.-J.S.), Department of Rheumatology, First Affiliated Hospital (M.H.), Xi'an Jiaotong University Health Science Center, China; Division of Cardiology, Department of Medicine (M.H., Z.C., M.M., B.W., J.Y.-J.S.) and Department of Pediatrics (A.H.T., C.S., J.C.B.), University of California, San Diego; Rady Children's Hospital, San Diego, CA (A.H.T., J.C.B.); Division of Biochemistry and Molecular Biology, University of California, Riverside (M.M.); and Case Cardiovascular Research Institute, School of Medicine, Case Western Reserve University, Cardiovascular Research Center, Cleveland, OH (P.S., M.K.J.)
| | - Brian Woo
- From the Cardiovascular Research Center, Key Laboratory of Environment and Genes Related to Diseases (M.H., J.Z., J.Y.-J.S.), Department of Rheumatology, First Affiliated Hospital (M.H.), Xi'an Jiaotong University Health Science Center, China; Division of Cardiology, Department of Medicine (M.H., Z.C., M.M., B.W., J.Y.-J.S.) and Department of Pediatrics (A.H.T., C.S., J.C.B.), University of California, San Diego; Rady Children's Hospital, San Diego, CA (A.H.T., J.C.B.); Division of Biochemistry and Molecular Biology, University of California, Riverside (M.M.); and Case Cardiovascular Research Institute, School of Medicine, Case Western Reserve University, Cardiovascular Research Center, Cleveland, OH (P.S., M.K.J.)
| | - Adriana H Tremoulet
- From the Cardiovascular Research Center, Key Laboratory of Environment and Genes Related to Diseases (M.H., J.Z., J.Y.-J.S.), Department of Rheumatology, First Affiliated Hospital (M.H.), Xi'an Jiaotong University Health Science Center, China; Division of Cardiology, Department of Medicine (M.H., Z.C., M.M., B.W., J.Y.-J.S.) and Department of Pediatrics (A.H.T., C.S., J.C.B.), University of California, San Diego; Rady Children's Hospital, San Diego, CA (A.H.T., J.C.B.); Division of Biochemistry and Molecular Biology, University of California, Riverside (M.M.); and Case Cardiovascular Research Institute, School of Medicine, Case Western Reserve University, Cardiovascular Research Center, Cleveland, OH (P.S., M.K.J.)
| | - Chisato Shimizu
- From the Cardiovascular Research Center, Key Laboratory of Environment and Genes Related to Diseases (M.H., J.Z., J.Y.-J.S.), Department of Rheumatology, First Affiliated Hospital (M.H.), Xi'an Jiaotong University Health Science Center, China; Division of Cardiology, Department of Medicine (M.H., Z.C., M.M., B.W., J.Y.-J.S.) and Department of Pediatrics (A.H.T., C.S., J.C.B.), University of California, San Diego; Rady Children's Hospital, San Diego, CA (A.H.T., J.C.B.); Division of Biochemistry and Molecular Biology, University of California, Riverside (M.M.); and Case Cardiovascular Research Institute, School of Medicine, Case Western Reserve University, Cardiovascular Research Center, Cleveland, OH (P.S., M.K.J.)
| | - Mukesh K Jain
- From the Cardiovascular Research Center, Key Laboratory of Environment and Genes Related to Diseases (M.H., J.Z., J.Y.-J.S.), Department of Rheumatology, First Affiliated Hospital (M.H.), Xi'an Jiaotong University Health Science Center, China; Division of Cardiology, Department of Medicine (M.H., Z.C., M.M., B.W., J.Y.-J.S.) and Department of Pediatrics (A.H.T., C.S., J.C.B.), University of California, San Diego; Rady Children's Hospital, San Diego, CA (A.H.T., J.C.B.); Division of Biochemistry and Molecular Biology, University of California, Riverside (M.M.); and Case Cardiovascular Research Institute, School of Medicine, Case Western Reserve University, Cardiovascular Research Center, Cleveland, OH (P.S., M.K.J.)
| | - Jane C Burns
- From the Cardiovascular Research Center, Key Laboratory of Environment and Genes Related to Diseases (M.H., J.Z., J.Y.-J.S.), Department of Rheumatology, First Affiliated Hospital (M.H.), Xi'an Jiaotong University Health Science Center, China; Division of Cardiology, Department of Medicine (M.H., Z.C., M.M., B.W., J.Y.-J.S.) and Department of Pediatrics (A.H.T., C.S., J.C.B.), University of California, San Diego; Rady Children's Hospital, San Diego, CA (A.H.T., J.C.B.); Division of Biochemistry and Molecular Biology, University of California, Riverside (M.M.); and Case Cardiovascular Research Institute, School of Medicine, Case Western Reserve University, Cardiovascular Research Center, Cleveland, OH (P.S., M.K.J.).
| | - John Y-J Shyy
- From the Cardiovascular Research Center, Key Laboratory of Environment and Genes Related to Diseases (M.H., J.Z., J.Y.-J.S.), Department of Rheumatology, First Affiliated Hospital (M.H.), Xi'an Jiaotong University Health Science Center, China; Division of Cardiology, Department of Medicine (M.H., Z.C., M.M., B.W., J.Y.-J.S.) and Department of Pediatrics (A.H.T., C.S., J.C.B.), University of California, San Diego; Rady Children's Hospital, San Diego, CA (A.H.T., J.C.B.); Division of Biochemistry and Molecular Biology, University of California, Riverside (M.M.); and Case Cardiovascular Research Institute, School of Medicine, Case Western Reserve University, Cardiovascular Research Center, Cleveland, OH (P.S., M.K.J.).
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Chaudhuri PK, Ebrahimi Warkiani M, Jing T, Kenry, Lim CT. Microfluidics for research and applications in oncology. Analyst 2017; 141:504-24. [PMID: 26010996 DOI: 10.1039/c5an00382b] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Cancer is currently one of the top non-communicable human diseases, and continual research and developmental efforts are being made to better understand and manage this disease. More recently, with the improved understanding in cancer biology as well as the advancements made in microtechnology and rapid prototyping, microfluidics is increasingly being explored and even validated for use in the detection, diagnosis and treatment of cancer. With inherent advantages such as small sample volume, high sensitivity and fast processing time, microfluidics is well-positioned to serve as a promising platform for applications in oncology. In this review, we look at the recent advances in the use of microfluidics, from basic research such as understanding cancer cell phenotypes as well as metastatic behaviors to applications such as the detection, diagnosis, prognosis and drug screening. We then conclude with a future outlook on this promising technology.
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Affiliation(s)
| | - Majid Ebrahimi Warkiani
- BioSystems and Micromechanics (BioSyM) IRG, Singapore-MIT Alliance for Research and Technology (SMART) Centre, Singapore 138602 and School of Mechanical and Manufacturing Engineering, Australian Centre for NanoMedicine, University of New South Wales, Sydney, NSW 2052, Australia.
| | - Tengyang Jing
- BioSystems and Micromechanics (BioSyM) IRG, Singapore-MIT Alliance for Research and Technology (SMART) Centre, Singapore 138602 and Department of Biomedical Engineering, National University of Singapore, Singapore 117575.
| | - Kenry
- Department of Biomedical Engineering, National University of Singapore, Singapore 117575. and NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore, Singapore 117456
| | - Chwee Teck Lim
- Mechanobiology Institute, National University of Singapore, Singapore 117411 and BioSystems and Micromechanics (BioSyM) IRG, Singapore-MIT Alliance for Research and Technology (SMART) Centre, Singapore 138602
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105
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Dempsey PW. CTCs and ctDNA: Two Tales of a Complex Biology. LIQUID BIOPSIES IN SOLID TUMORS 2017. [DOI: 10.1007/978-3-319-50956-3_7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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Lampignano R, Schneck H, Neumann M, Fehm T, Neubauer H. Enrichment, Isolation and Molecular Characterization of EpCAM-Negative Circulating Tumor Cells. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2017; 994:181-203. [PMID: 28560675 DOI: 10.1007/978-3-319-55947-6_10] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The presence of EpCAM-positive circulating tumor cells (CTCs) in the peripheral blood is associated with poor clinical outcomes in breast, colorectal and prostate cancer, as well as the prognosis of other tumor types. In addition, recent studies have suggested that the presence of CTCs undergoing epithelial-to-mesenchymal transition and, as such, may exhibit reduced or no expression of epithelial proteins e.g. EpCAM, might be related to disease progression in metastatic breast cancer (MBC) patients. Analyzing the neoplastic nature of this EpCAM-low/negative (EpCAM-neg) subpopulation remains an open issue as the current standard detection methods for CTCs are not efficient at identifying this subpopulation of cells. The possible association of EpCAM-neg CTCs with EpCAM-positive (EpCAM-pos) CTCs and role in the clinicopathological features and prognosis of MBC patients has still to be demonstrated. Several technologies have been developed and are currently being tested for the identification and the downstream analyses of EpCAM-pos CTCs. These technologies can be adapted and implemented into workflows to isolate and investigate EpCAM-neg cells to understand their biology and clinical relevance. This chapter will endeavour to explain the rationale behind the identification and analyses of all CTC subgroups, as well as to review the current strategies employed to enrich, isolate and characterize EpCAM-negative CTCs. Finally, the latest findings in the field will briefly be discussed with regard to their clinical relevance.
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Affiliation(s)
- Rita Lampignano
- Department of Obstetrics and Gynecology, University Hospital and Medical Faculty of the Heinrich-Heine University Duesseldorf, Duesseldorf, Germany
| | - Helen Schneck
- Department of Obstetrics and Gynecology, University Hospital and Medical Faculty of the Heinrich-Heine University Duesseldorf, Duesseldorf, Germany
| | - Martin Neumann
- Department of Obstetrics and Gynecology, University Hospital and Medical Faculty of the Heinrich-Heine University Duesseldorf, Duesseldorf, Germany
| | - Tanja Fehm
- Department of Obstetrics and Gynecology, University Hospital and Medical Faculty of the Heinrich-Heine University Duesseldorf, Duesseldorf, Germany
| | - Hans Neubauer
- Forschungslabore der Frauenklinik des, Universitätsklinikums Düsseldorf, Life Science Center, Merowingerplatz 1A, 40225, Düsseldorf, Germany.
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Molecular profiling of single circulating tumor cells from lung cancer patients. Proc Natl Acad Sci U S A 2016; 113:E8379-E8386. [PMID: 27956614 DOI: 10.1073/pnas.1608461113] [Citation(s) in RCA: 83] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Circulating tumor cells (CTCs) are established cancer biomarkers for the "liquid biopsy" of tumors. Molecular analysis of single CTCs, which recapitulate primary and metastatic tumor biology, remains challenging because current platforms have limited throughput, are expensive, and are not easily translatable to the clinic. Here, we report a massively parallel, multigene-profiling nanoplatform to compartmentalize and analyze hundreds of single CTCs. After high-efficiency magnetic collection of CTC from blood, a single-cell nanowell array performs CTC mutation profiling using modular gene panels. Using this approach, we demonstrated multigene expression profiling of individual CTCs from non-small-cell lung cancer (NSCLC) patients with remarkable sensitivity. Thus, we report a high-throughput, multiplexed strategy for single-cell mutation profiling of individual lung cancer CTCs toward minimally invasive cancer therapy prediction and disease monitoring.
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Dynamics of three-dimensional telomere profiles of circulating tumor cells in patients with high-risk prostate cancer who are undergoing androgen deprivation and radiation therapies. Urol Oncol 2016; 35:112.e1-112.e11. [PMID: 27956006 DOI: 10.1016/j.urolonc.2016.10.018] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2016] [Revised: 10/19/2016] [Accepted: 10/25/2016] [Indexed: 12/30/2022]
Abstract
INTRODUCTION Accurate assessment and monitoring of the therapeutic efficacy of locally advanced prostate cancer remains a major clinical challenge. Contrary to prostate biopsies, circulating tumor cells (CTCs) are a cellular source repeatedly obtainable by blood sampling and could serve as a surrogate marker for treatment efficacy. In this study, we used size-based filtration to isolate and enumerate CTCs from the blood of 20 patients with high-risk (any one of cT3, Gleason 8-10, or prostate-specific antigen>20ng/ml), nonmetastatic, and treatment-naive prostate cancer before and after androgen deprivation therapy (ADT) and radiation therapy (RT). MATERIALS AND METHODS We performed 3D telomere-specific quantitative fluorescence in situ hybridization on isolated CTCs to determine 3D telomere profiles for each patient before and throughout the course of both ADT and RT. RESULTS Based on the distinct 3D telomere signatures of CTC before treatment, patients were divided into 3 groups. ADT and RT resulted in distinct changes in 3D telomere signatures of CTCs, which were unique for each of the 3 patient groups. CONCLUSION The ability of 3D telomere analysis of CTCs to identify disease heterogeneity among a clinically homogeneous group of patients, which reveals differences in therapeutic responses, provides a new opportunity for better treatment monitoring and management of patients with high-risk prostate cancer.
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Mu Z, Benali-Furet N, Uzan G, Znaty A, Ye Z, Paolillo C, Wang C, Austin L, Rossi G, Fortina P, Yang H, Cristofanilli M. Detection and Characterization of Circulating Tumor Associated Cells in Metastatic Breast Cancer. Int J Mol Sci 2016; 17:ijms17101665. [PMID: 27706044 PMCID: PMC5085698 DOI: 10.3390/ijms17101665] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2016] [Revised: 09/22/2016] [Accepted: 09/23/2016] [Indexed: 01/06/2023] Open
Abstract
The availability of blood-based diagnostic testing using a non-invasive technique holds promise for real-time monitoring of disease progression and treatment selection. Circulating tumor cells (CTCs) have been used as a prognostic biomarker for the metastatic breast cancer (MBC). The molecular characterization of CTCs is fundamental to the phenotypic identification of malignant cells and description of the relevant genetic alterations that may change according to disease progression and therapy resistance. However, the molecular characterization of CTCs remains a challenge because of the rarity and heterogeneity of CTCs and technological difficulties in the enrichment, isolation and molecular characterization of CTCs. In this pilot study, we evaluated circulating tumor associated cells in one blood draw by size exclusion technology and cytological analysis. Among 30 prospectively enrolled MBC patients, CTCs, circulating tumor cell clusters (CTC clusters), CTCs of epithelial-mesenchymal transition (EMT) and cancer associated macrophage-like cells (CAMLs) were detected and analyzed. For molecular characterization of CTCs, size-exclusion method for CTC enrichment was tested in combination with DEPArray™ technology, which allows the recovery of single CTCs or pools of CTCs as a pure CTC sample for mutation analysis. Genomic mutations of TP53 and ESR1 were analyzed by targeted sequencing on isolated 7 CTCs from a patient with MBC. The results of genomic analysis showed heterozygous TP53 R248W mutation from one single CTC and pools of three CTCs, and homozygous TP53 R248W mutation from one single CTC and pools of two CTCs. Wild-type ESR1 was detected in the same isolated CTCs. The results of this study reveal that size-exclusion method can be used to enrich and identify circulating tumor associated cells, and enriched CTCs were characterized for genetic alterations in MBC patients, respectively.
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Affiliation(s)
- Zhaomei Mu
- Department of Medicine-Hematology and Oncology, Robert H Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.
| | | | | | | | - Zhong Ye
- Department of Medical Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA.
| | - Carmela Paolillo
- Department of Cancer Biology, 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.
| | - Laura Austin
- Department of Medical Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA.
| | - Giovanna Rossi
- Department of Medicine-Hematology and Oncology, Robert H Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.
| | - Paolo Fortina
- Department of Cancer Biology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA.
- Department of Molecular Medicine, University of Rome "Sapienza", Rome 00185, Italy.
| | - Hushan Yang
- Department of Medical Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA 19107, USA.
| | - Massimo Cristofanilli
- Department of Medicine-Hematology and Oncology, Robert H Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.
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Gupta S, Li J, Kemeny G, Bitting RL, Beaver J, Somarelli JA, Ware KE, Gregory S, Armstrong AJ. Whole Genomic Copy Number Alterations in Circulating Tumor Cells from Men with Abiraterone or Enzalutamide-Resistant Metastatic Castration-Resistant Prostate Cancer. Clin Cancer Res 2016; 23:1346-1357. [DOI: 10.1158/1078-0432.ccr-16-1211] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2016] [Revised: 07/22/2016] [Accepted: 08/25/2016] [Indexed: 11/16/2022]
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Nagrath S, Jack RM, Sahai V, Simeone DM. Opportunities and Challenges for Pancreatic Circulating Tumor Cells. Gastroenterology 2016; 151:412-26. [PMID: 27339829 DOI: 10.1053/j.gastro.2016.05.052] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Revised: 05/25/2016] [Accepted: 06/07/2016] [Indexed: 12/30/2022]
Abstract
Sensitive and reproducible platforms have been developed for detection, isolation, and enrichment of circulating tumor cells (CTCs)-rare cells that enter the blood from solid tumors, including those of the breast, prostate gland, lung, pancreas, and colon. These might be used as biomarkers in diagnosis or determination of prognosis. CTCs are no longer simply detected and quantified; they are now used in ex vivo studies of anticancer agents and early detection. We review what we have recently learned about CTCs from pancreatic tumors, describing advances in their isolation and analysis and challenges to their clinical utility. We summarize technologies used to isolate CTCs from blood samples of patients with pancreatic cancer, including immunoaffinity and label-free physical attribute-based capture. We explain methods of CTC analysis and how findings from these studies might be used to detect cancer at earlier stages, monitor disease progression, and determine prognosis. We review studies that have expanded CTCs for testing of anticancer agents and how these approaches might be used to personalize treatment. Advances in the detection, isolation, and analysis of CTCs have increased our understanding of the dissemination and progression of pancreatic cancer. However, standardization of methodologies and prospective studies are needed for this emerging technology to have a significant effect on clinical care.
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Affiliation(s)
- Sunitha Nagrath
- Department of Chemical Engineering, University of Michigan, Ann Arbor, Michigan; Biointerfaces Program, University of Michigan, Ann Arbor, Michigan; Translational Oncology Program, University of Michigan, Ann Arbor, Michigan.
| | - Rhonda M Jack
- Department of Chemical Engineering, University of Michigan, Ann Arbor, Michigan; Biointerfaces Program, University of Michigan, Ann Arbor, Michigan; Translational Oncology Program, University of Michigan, Ann Arbor, Michigan
| | - Vaibhav Sahai
- Translational Oncology Program, University of Michigan, Ann Arbor, Michigan; Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Diane M Simeone
- Translational Oncology Program, University of Michigan, Ann Arbor, Michigan; Department of Surgery, University of Michigan, Ann Arbor, Michigan; Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan.
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112
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Hsu YT, Osmulski P, Wang Y, Huang YW, Liu L, Ruan J, Jin VX, Kirma NB, Gaczynska ME, Huang THM. EpCAM-Regulated Transcription Exerts Influences on Nanomechanical Properties of Endometrial Cancer Cells That Promote Epithelial-to-Mesenchymal Transition. Cancer Res 2016; 76:6171-6182. [PMID: 27569206 DOI: 10.1158/0008-5472.can-16-0752] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Accepted: 08/15/2016] [Indexed: 12/24/2022]
Abstract
Overexpression of epithelial cell adhesion molecule (EpCAM) has been implicated in advanced endometrial cancer, but its roles in this progression remain to be elucidated. In addition to its structural role in modulating cell-surface adhesion, here we demonstrate that EpCAM is a regulatory molecule in which its internalization into the nucleus turns on a transcription program. Activation of EGF/EGFR signal transduction triggered cell-surface cleavage of EpCAM, leading to nuclear internalization of its cytoplasmic domain EpICD. ChIP-seq analysis identified target genes that are coregulated by EpICD and its transcription partner, LEF-1. Network enrichment analysis further uncovered a group of 105 genes encoding functions for tight junction, adherent, and cell migration. Furthermore, nanomechanical analysis by atomic force microscopy revealed increased softness and decreased adhesiveness of EGF-stimulated cancer cells, implicating acquisition of an epithelial-mesenchymal transition (EMT) phenotype. Thus, genome editing of EpCAM could be associated with altering these nanomechanical properties towards a less aggressive phenotype. Using this integrative genomic-biophysical approach, we demonstrate for the first time an intricate relationship between EpCAM-regulated transcription and altered biophysical properties of cells that promote EMT in advanced endometrial cancer. Cancer Res; 76(21); 6171-82. ©2016 AACR.
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Affiliation(s)
- Ya-Ting Hsu
- Departments of Molecular Medicine/Institute of Biotechnology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Pawel Osmulski
- Departments of Molecular Medicine/Institute of Biotechnology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Yao Wang
- Departments of Molecular Medicine/Institute of Biotechnology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Yi-Wen Huang
- Department of Obstetrics and Gynecology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Lu Liu
- Department of Computer Science, University of Texas at San Antonio, San Antonio, Texas
| | - Jianhua Ruan
- Department of Computer Science, University of Texas at San Antonio, San Antonio, Texas
| | - Victor X Jin
- Departments of Molecular Medicine/Institute of Biotechnology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Nameer B Kirma
- Departments of Molecular Medicine/Institute of Biotechnology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | - Maria E Gaczynska
- Departments of Molecular Medicine/Institute of Biotechnology, University of Texas Health Science Center at San Antonio, San Antonio, Texas.
| | - Tim Hui-Ming Huang
- Departments of Molecular Medicine/Institute of Biotechnology, University of Texas Health Science Center at San Antonio, San Antonio, Texas.
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113
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Ignatiadis M, Lee M, Jeffrey SS. Circulating Tumor Cells and Circulating Tumor DNA: Challenges and Opportunities on the Path to Clinical Utility. Clin Cancer Res 2016; 21:4786-800. [PMID: 26527805 DOI: 10.1158/1078-0432.ccr-14-1190] [Citation(s) in RCA: 258] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Recent technological advances have enabled the detection and detailed characterization of circulating tumor cells (CTC) and circulating tumor DNA (ctDNA) in blood samples from patients with cancer. Often referred to as a "liquid biopsy," CTCs and ctDNA are expected to provide real-time monitoring of tumor evolution and therapeutic efficacy, with the potential for improved cancer diagnosis and treatment. In this review, we focus on these opportunities as well as the challenges that should be addressed so that these tools may eventually be implemented into routine clinical care.
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Affiliation(s)
- Michail Ignatiadis
- Department of Medical Oncology and Breast Cancer Translational Research Laboratory J. C. Heuson, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Mark Lee
- Google[x] Life Sciences, Google, Inc, Mountain View, California
| | - Stefanie S Jeffrey
- Department of Surgery, Stanford University School of Medicine, Stanford, California.
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114
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Hegemann M, Stenzl A, Bedke J, Chi KN, Black PC, Todenhöfer T. Liquid biopsy: ready to guide therapy in advanced prostate cancer? BJU Int 2016; 118:855-863. [PMID: 27430478 DOI: 10.1111/bju.13586] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The identification of molecular markers associated with response to specific therapy is a key step for the implementation of personalised treatment strategies in patients with metastatic prostate cancer. Only in a low proportion of patients biopsies of metastatic tissue are performed. Circulating tumour cells (CTC), cell-free DNA (cfDNA) and RNA offer the potential for non-invasive characterisation of disease and molecular stratification of patients. Furthermore, a 'liquid biopsy' approach permits longitudinal assessments, allowing sequential monitoring of response and progression and the potential to alter therapy based on observed molecular changes. In prostate cancer, CTC enumeration using the CellSearch© platform correlates with survival. Recent studies on the presence of androgen receptor (AR) variants in CTC have shown that such molecular characterisation of CTC provides a potential for identifying patients with resistance to agents that inhibit the androgen signalling axis, such as abiraterone and enzalutamide. New developments in CTC isolation, as well as in vitro and in vivo analysis of CTC will further promote the use of CTC as a tool for retrieving molecular information from advanced tumours in order to identify mechanisms of therapy resistance. In addition to CTC, nucleic acids such as RNA and cfDNA released by tumour cells into the peripheral blood contain important information on transcriptomic and genomic alterations in the tumours. Initial studies have shown that genomic alterations of the AR and other genes detected in CTC or cfDNA of patients with castration-resistant prostate cancer correlate with treatment outcomes to enzalutamide and abiraterone. Due to recent developments in high-throughput analysis techniques, it is likely that CTC, cfDNA and RNA will be an important component of personalised treatment strategies in the future.
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Affiliation(s)
- Miriam Hegemann
- Department of Urology, University Hospital, Tuebingen, Germany
| | - Arnulf Stenzl
- Department of Urology, University Hospital, Tuebingen, Germany
| | - Jens Bedke
- Department of Urology, University Hospital, Tuebingen, Germany
| | - Kim N Chi
- Vancouver Prostate Centre, Vancouver, BC, Canada.,British Columbia Cancer Agency, Vancouver, BC, Canada
| | | | - Tilman Todenhöfer
- Department of Urology, University Hospital, Tuebingen, Germany.,Vancouver Prostate Centre, Vancouver, BC, Canada
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115
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Kölbl AC, Jeschke U, Andergassen U. The Significance of Epithelial-to-Mesenchymal Transition for Circulating Tumor Cells. Int J Mol Sci 2016; 17:E1308. [PMID: 27529216 PMCID: PMC5000705 DOI: 10.3390/ijms17081308] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Revised: 08/02/2016] [Accepted: 08/04/2016] [Indexed: 12/12/2022] Open
Abstract
Epithelial to mesenchymal transition (EMT) is a process involved in embryonic development, but it also plays a role in remote metastasis formation in tumor diseases. During this process cells lose their epithelial features and adopt characteristics of mesenchymal cells. Thereby single tumor cells, which dissolve from the primary tumor, are enabled to invade the blood vessels and travel throughout the body as so called "circulating tumor cells" (CTCs). After leaving the blood stream the reverse process of EMT, the mesenchymal to epithelial transition (MET) helps the cells to seed in different tissues, thereby generating the bud of metastasis formation. As metastasis is the main reason for tumor-associated death, CTCs and the EMT process are in the focus of research in recent years. This review summarizes what was already found out about the molecular mechanisms driving EMT, the consequences of EMT for tumor cell detection, and suitable markers for the detection of CTCs which underwent EMT. The research work done in this field could open new roads towards combating cancer.
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Affiliation(s)
- Alexandra C Kölbl
- Department of Gynecology and Obstetrics, LMU Munich, Maistrasse 11, 80337 Munich, Germany.
| | - Udo Jeschke
- Department of Gynecology and Obstetrics, LMU Munich, Maistrasse 11, 80337 Munich, Germany.
| | - Ulrich Andergassen
- Department of Gynecology and Obstetrics, LMU Munich, Maistrasse 11, 80337 Munich, Germany.
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116
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Lamb R, Ozsvari B, Bonuccelli G, Smith DL, Pestell RG, Martinez-Outschoorn UE, Clarke RB, Sotgia F, Lisanti MP. Dissecting tumor metabolic heterogeneity: Telomerase and large cell size metabolically define a sub-population of stem-like, mitochondrial-rich, cancer cells. Oncotarget 2016; 6:21892-905. [PMID: 26323205 PMCID: PMC4673134 DOI: 10.18632/oncotarget.5260] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Accepted: 07/13/2015] [Indexed: 12/24/2022] Open
Abstract
Tumor cell metabolic heterogeneity is thought to contribute to tumor recurrence, distant metastasis and chemo-resistance in cancer patients, driving poor clinical outcome. To better understand tumor metabolic heterogeneity, here we used the MCF7 breast cancer line as a model system to metabolically fractionate a cancer cell population. First, MCF7 cells were stably transfected with an hTERT-promoter construct driving GFP expression, as a surrogate marker of telomerase transcriptional activity. To enrich for immortal stem-like cancer cells, MCF7 cells expressing the highest levels of GFP (top 5%) were then isolated by FACS analysis. Notably, hTERT-GFP(+) MCF7 cells were significantly more efficient at forming mammospheres (i.e., stem cell activity) and showed increased mitochondrial mass and mitochondrial functional activity, all relative to hTERT-GFP(−) cells. Unbiased proteomics analysis of hTERT-GFP(+) MCF7 cells directly demonstrated the over-expression of 33 key mitochondrial proteins, 17 glycolytic enzymes, 34 ribosome-related proteins and 17 EMT markers, consistent with an anabolic cancer stem-like phenotype. Interestingly, MT-CO2 (cytochrome c oxidase subunit 2; Complex IV) expression was increased by >20-fold. As MT-CO2 is encoded by mt-DNA, this finding is indicative of increased mitochondrial biogenesis in hTERT-GFP(+) MCF7 cells. Importantly, most of these candidate biomarkers were transcriptionally over-expressed in human breast cancer epithelial cells in vivo. Similar results were obtained using cell size (forward/side scatter) to fractionate MCF7 cells. Larger stem-like cells also showed increased hTERT-GFP levels, as well as increased mitochondrial mass and function. Thus, this simple and rapid approach for the enrichment of immortal anabolic stem-like cancer cells will allow us and others to develop new prognostic biomarkers and novel anti-cancer therapies, by specifically and selectively targeting this metabolic sub-population of aggressive cancer cells. Based on our proteomics and functional analysis, FDA-approved inhibitors of protein synthesis and/or mitochondrial biogenesis, may represent novel treatment options for targeting these anabolic stem-like cancer cells.
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Affiliation(s)
- Rebecca Lamb
- The Breast Cancer Now Research Unit, Institute of Cancer Sciences, University of Manchester, Manchester, UK.,The Manchester Centre for Cellular Metabolism (MCCM), Institute of Cancer Sciences, University of Manchester, Manchester, UK
| | - Bela Ozsvari
- The Breast Cancer Now Research Unit, Institute of Cancer Sciences, University of Manchester, Manchester, UK.,The Manchester Centre for Cellular Metabolism (MCCM), Institute of Cancer Sciences, University of Manchester, Manchester, UK
| | - Gloria Bonuccelli
- The Breast Cancer Now Research Unit, Institute of Cancer Sciences, University of Manchester, Manchester, UK.,The Manchester Centre for Cellular Metabolism (MCCM), Institute of Cancer Sciences, University of Manchester, Manchester, UK
| | - Duncan L Smith
- The Cancer Research UK Manchester Institute, University of Manchester, Manchester, UK
| | | | | | - Robert B Clarke
- The Breast Cancer Now Research Unit, Institute of Cancer Sciences, University of Manchester, Manchester, UK
| | - Federica Sotgia
- The Breast Cancer Now Research Unit, Institute of Cancer Sciences, University of Manchester, Manchester, UK.,The Manchester Centre for Cellular Metabolism (MCCM), Institute of Cancer Sciences, University of Manchester, Manchester, UK
| | - Michael P Lisanti
- The Breast Cancer Now Research Unit, Institute of Cancer Sciences, University of Manchester, Manchester, UK.,The Manchester Centre for Cellular Metabolism (MCCM), Institute of Cancer Sciences, University of Manchester, Manchester, UK
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117
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Brouwer A, De Laere B, Peeters D, Peeters M, Salgado R, Dirix L, Van Laere S. Evaluation and consequences of heterogeneity in the circulating tumor cell compartment. Oncotarget 2016; 7:48625-48643. [PMID: 26980749 PMCID: PMC5217044 DOI: 10.18632/oncotarget.8015] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2015] [Accepted: 02/18/2016] [Indexed: 02/06/2023] Open
Abstract
A growing understanding of the molecular biology of cancer and the identification of specific aberrations driving cancer evolution have led to the development of various targeted agents. Therapeutic decisions concerning these drugs are often guided by single biopsies of the primary tumor. Yet, it is well known that tumors can exhibit significant heterogeneity and change over time as a result of selective pressure. Circulating tumor cells (CTCs) are shed from various tumor sites and are thought to represent the molecular landscape of a patient's overall tumor burden. Moreover, a minimal-invasive liquid biopsy facilitates monitoring of clonal evolution during therapy pressure and disease progression in real-time. While more information becomes available regarding heterogeneity among CTCs, comparison between these studies is needed. In this review, we focus on the genomic and transcriptional heterogeneity found in the CTC compartment, and its significance for clinical decision making.
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Affiliation(s)
- Anja Brouwer
- Center for Oncological Research (CORE), University of Antwerp, Antwerp, Belgium
- Department of Oncology, Antwerp University Hospital, Antwerp, Belgium
| | - Bram De Laere
- Center for Oncological Research (CORE), University of Antwerp, Antwerp, Belgium
| | - Dieter Peeters
- Center for Oncological Research (CORE), University of Antwerp, Antwerp, Belgium
- Department of Pathology, GZA Hospitals Sint-Augustinus, Antwerp, Belgium
| | - Marc Peeters
- Center for Oncological Research (CORE), University of Antwerp, Antwerp, Belgium
- Department of Oncology, Antwerp University Hospital, Antwerp, Belgium
| | - Roberto Salgado
- Center for Oncological Research (CORE), University of Antwerp, Antwerp, Belgium
- Department of Pathology, GZA Hospitals Sint-Augustinus, Antwerp, Belgium
- Breast Cancer Translational Research Laboratory, Jules Bordet Institute, Brussels, Belgium
| | - Luc Dirix
- Center for Oncological Research (CORE), University of Antwerp, Antwerp, Belgium
- Department of Oncology, GZA Hospitals Sint-Augustinus, Antwerp, Belgium
| | - Steven Van Laere
- Center for Oncological Research (CORE), University of Antwerp, Antwerp, Belgium
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118
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Stefansson S, Adams DL, Ershler WB, Le H, Ho DH. A cell transportation solution that preserves live circulating tumor cells in patient blood samples. BMC Cancer 2016; 16:300. [PMID: 27150191 PMCID: PMC4858886 DOI: 10.1186/s12885-016-2330-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2016] [Accepted: 04/28/2016] [Indexed: 01/08/2023] Open
Abstract
Background Circulating tumor cells (CTCs) are typically collected into CellSave fixative tubes, which kills the cells, but preserves their morphology. Currently, the clinical utility of CTCs is mostly limited to their enumeration. More detailed investigation of CTC biology can be performed on live cells, but obtaining live CTCs is technically challenging, requiring blood collection into biocompatible solutions and rapid isolation which limits transportation options. To overcome the instability of CTCs, we formulated a sugar based cell transportation solution (SBTS) that stabilizes cell viability at ambient temperature. In this study we examined the long term viability of human cancer cell lines, primary cells and CTCs in human blood samples in the SBTS for transportation purposes. Methods Four cell lines, 5 primary human cells and purified human PBMCs were tested to determine the viability of cells stored in the transportation solution at ambient temperature for up to 7 days. We then demonstrated viability of MCF-7 cells spiked into normal blood with SBTS and stored for up to 7 days. A pilot study was then run on blood samples from 3 patients with metastatic malignancies stored with or without SBTS for 6 days. CTCs were then purified by Ficoll separation/microfilter isolation and identified using CTC markers. Cell viability was assessed using trypan blue or CellTracker™ live cell stain. Results Our results suggest that primary/immortalized cell lines stored in SBTS remain ~90 % viable for > 72 h. Further, MCF-7 cells spiked into whole blood remain viable when stored with SBTS for up to 7 days. Finally, live CTCs were isolated from cancer patient blood samples kept in SBTS at ambient temperature for 6 days. No CTCs were isolated from blood samples stored without SBTS. Conclusions In this proof of principle pilot study we show that viability of cell lines is preserved for days using SBTS. Further, this solution can be used to store patient derived blood samples for eventual isolation of viable CTCs after days of storage. Therefore, we suggest an effective and economical transportation of cancer patient blood samples containing live CTCs can be achieved.
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Affiliation(s)
| | - Daniel L Adams
- Creatv MicroTech, Inc., 1 Deer Park Dr., Monmouth Junction, NJ, 08852, USA
| | - William B Ershler
- Institute for Advanced Studies in Aging (IASIA), 6400 Arlington Blvd. Suite 940, Falls Church, VA, 22042, USA
| | - Huyen Le
- Nauah Solutions, LLC., 1616 Anderson Rd., McLean, VA, 22101, USA
| | - David H Ho
- HeMemics Biotechnologies Inc., 12111 Parklawn Drive, Rockville, MD, 20852, USA
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119
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Khoo BL, Lee SC, Kumar P, Tan TZ, Warkiani ME, Ow SGW, Nandi S, Lim CT, Thiery JP. Short-term expansion of breast circulating cancer cells predicts response to anti-cancer therapy. Oncotarget 2016; 6:15578-93. [PMID: 26008969 PMCID: PMC4558172 DOI: 10.18632/oncotarget.3903] [Citation(s) in RCA: 112] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2015] [Accepted: 04/24/2015] [Indexed: 12/22/2022] Open
Abstract
Circulating tumor cells (CTCs) are considered as surrogate markers for prognosticating and evaluating patient treatment responses. Here, 226 blood samples from 92 patients with breast cancer, including patients with newly diagnosed or metastatic refractory cancer, and 16 blood samples from healthy subjects were cultured in laser-ablated microwells. Clusters containing an increasing number of cytokeratin-positive (CK+) cells appeared after 2 weeks, while most blood cells disappeared with time. Cultures were heterogeneous and exhibited two distinct sub-populations of cells: 'Small' (≤ 25 μm; high nuclear/cytoplasmic ratio; CD45-) cells, comprising CTCs, and 'Large' (> 25 μm; low nuclear/cytoplasmic ratio; CD68+ or CD56+) cells, corresponding to macrophage and natural killer-like cells. The Small cell fraction also showed copy number increases in six target genes (FGFR1, Myc, CCND1, HER2, TOP2A and ZNF217) associated with breast cancer. These expanded CTCs exhibited different proportions of epithelial-mesenchymal phenotypes and were transferable for further expansion as spheroids in serum-free suspension or 3D cultures. Cluster formation was affected by the presence and duration of systemic therapy, and its persistence may reflect therapeutic resistance. This novel and advanced method estimates CTC clonal heterogeneity and can predict, within a relatively short time frame, patient responses to therapy.
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Affiliation(s)
- Bee Luan Khoo
- Mechanobiology Institute, National University of Singapore, Singapore
| | - Soo Chin Lee
- Department of Hematology-Oncology, National University Cancer Institute, National University Hospital, Singapore.,Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Prashant Kumar
- Institute of Molecular and Cell Biology, A*STAR (Agency for Science, Technology and Research), Singapore
| | - Tuan Zea Tan
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Majid Ebrahimi Warkiani
- BioSystems and Micromechanics (BioSyM) IRG, Singapore-MIT Alliance for Research and Technology (SMART) Centre, Singapore.,School of Mechanical and Manufacturing Engineering, University of New South Wales, Sydney, Australia
| | - Samuel G W Ow
- Department of Hematology-Oncology, National University Cancer Institute, National University Hospital, Singapore
| | - Sayantani Nandi
- Institute of Molecular and Cell Biology, A*STAR (Agency for Science, Technology and Research), Singapore
| | - Chwee Teck Lim
- Institute of Molecular and Cell Biology, A*STAR (Agency for Science, Technology and Research), Singapore.,BioSystems and Micromechanics (BioSyM) IRG, Singapore-MIT Alliance for Research and Technology (SMART) Centre, Singapore.,Department of Biomedical Engineering, National University of Singapore, Singapore.,Department of Mechanical Engineering, National University of Singapore, Singapore
| | - Jean Paul Thiery
- Cancer Science Institute of Singapore, National University of Singapore, Singapore.,Institute of Molecular and Cell Biology, A*STAR (Agency for Science, Technology and Research), Singapore.,Department of Biochemistry Yong Loo Lin School of Medicine, National University of Singapore, Singapore
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120
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Abstract
Isolation and analysis of cancer cells from body fluids have significant implications in diagnosis and therapeutic treatment of cancers. Circulating tumor cells (CTCs) are cancer cells circulating in the peripheral blood or spreading iatrogenically into blood vessels, which is an early step in the cascade of events leading to cancer metastasis. Therefore, CTCs can be used for diagnosing for therapeutic treatment, prognosing a given anticancer intervention, and estimating the risk of metastatic relapse. However, isolation of CTCs is a significant technological challenge due to their rarity and low recovery rate using traditional purification techniques. Recently microfluidic devices represent a promising platform for isolating cancer cells with high efficiency in processing complex cellular fluids, with simplicity, sensitivity, and throughput. This review summarizes recent methods of CTC isolation and analysis, as well as their applications in clinical studies.
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Affiliation(s)
- J Zhang
- University of Florida, Gainesville, FL, United States
| | - K Chen
- University of Florida, Gainesville, FL, United States
| | - Z H Fan
- University of Florida, Gainesville, FL, United States.
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122
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Shaw Bagnall J, Byun S, Miyamoto DT, Kang JH, Maheswaran S, Stott SL, Toner M, Manalis SR. Deformability-based cell selection with downstream immunofluorescence analysis. Integr Biol (Camb) 2016; 8:654-64. [PMID: 26999591 DOI: 10.1039/c5ib00284b] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Mechanical properties of single cells have been shown to relate to cell phenotype and malignancy. However, until recently, it has been difficult to directly correlate each cell's biophysical characteristics to its molecular traits. Here, we present a cell sorting technique for use with a suspended microchannel resonator (SMR), which can measure biophysical characteristics of a single cell based on the sensor's record of its buoyant mass as well as its precise position while it traverses through a constricted microfluidic channel. The measurement provides information regarding the amount of time a cell takes to pass through a constriction (passage time), as related to the cell's deformability and surface friction, as well as the particular manner in which it passes through. In the method presented here, cells of interest are determined based on passage time, and are collected off-chip for downstream immunofluorescence imaging. The biophysical single-cell SMR measurement can then be correlated to the molecular expression of the collected cell. This proof-of-principle is demonstrated by sorting and collecting tumor cells from cell line-spiked blood samples as well as a metastatic prostate cancer patient blood sample, identifying them by their surface protein expression and relating them to distinct SMR signal trajectories.
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Affiliation(s)
- Josephine Shaw Bagnall
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.
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123
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Cho WJ, Oliveira DSM, Najy AJ, Mainetti LE, Aoun HD, Cher ML, Heath E, Kim HRC, Bonfil RD. Gene expression analysis of bone metastasis and circulating tumor cells from metastatic castrate-resistant prostate cancer patients. J Transl Med 2016; 14:72. [PMID: 26975354 PMCID: PMC4791970 DOI: 10.1186/s12967-016-0829-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2015] [Accepted: 03/05/2016] [Indexed: 01/15/2023] Open
Abstract
Background Characterization of genes linked to bone metastasis is critical for identification of novel prognostic or predictive biomarkers and potential therapeutic targets in metastatic castrate-resistant prostate cancer (mCRPC). Although bone marrow core biopsies (BMBx) can be obtained for gene profiling, the procedure itself is invasive and uncommon practice in mCRPC patients. Conversely, circulating tumor cells (CTCs), which are likely to stem from bone metastases, can be isolated from blood. The goals of this exploratory study were to establish a sensitive methodology to analyze gene expression in BMBx and CTCs, and to determine whether the presence or absence of detectable gene expression is concordant in matching samples from mCRPC patients. Methods The CellSearch® platform was used to enrich and enumerate CTCs. Low numbers of PC3 prostate cancer (PCa) cells were spiked into normal blood to assess cell recovery rate. RNA extracted from recovered PC3 cells was amplified using an Eberwine-based procedure to obtain antisense mRNA (aRNA), and assess the linearity of the RNA amplification method. In this pilot study, RNAs extracted from CTCs and PCa cells microdissected from formalin-fixed paraffin-embedded BMBx, were amplified to obtain aRNA and assess the expression of eight genes functionally relevant to PCa bone metastasis using RT-PCR. Results RNAs were successfully extracted from as few as 1–5 PCa cells in blood samples. The relative expression levels of reference genes were maintained after RNA amplification. The integrity of the amplified RNA was also demonstrated by RT-PCR analysis using primer sets that target the 5′-end, middle, and 3′-end of reference mRNA. We found that in 21 out of 28 comparisons, the presence or absence of detectable gene expression in CTCs and PCa cells microdissected from single bone lesions of the same patients was concordant. Conclusions This exploratory analysis suggests that aRNA amplification through in vitro transcription may be useful as a method to detect gene expression in small numbers of CTCs and tumor cells microdissected from bone metastatic lesions. In some cases, gene expression in CTCs and BMBxs was not concordant, raising questions about using CTC gene expression to make clinical decisions. Electronic supplementary material The online version of this article (doi:10.1186/s12967-016-0829-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Won Jin Cho
- Department of Urology, Wayne State University School of Medicine and Karmanos Cancer Institute, 540 E. Canfield, Scott Hall # 9105, Detroit, MI, 4820, USA
| | - Daniel S M Oliveira
- Department of Urology, Wayne State University School of Medicine and Karmanos Cancer Institute, 540 E. Canfield, Scott Hall # 9105, Detroit, MI, 4820, USA
| | - Abdo J Najy
- Department of Pathology, Wayne State University School of Medicine and Karmanos Cancer Institute, Detroit, MI, USA
| | - Leandro E Mainetti
- Department of Urology, Wayne State University School of Medicine and Karmanos Cancer Institute, 540 E. Canfield, Scott Hall # 9105, Detroit, MI, 4820, USA
| | - Hussein D Aoun
- Department of Radiology, Wayne State University School of Medicine and Karmanos Cancer Institute, Detroit, MI, USA
| | - Michael L Cher
- Department of Urology, Wayne State University School of Medicine and Karmanos Cancer Institute, 540 E. Canfield, Scott Hall # 9105, Detroit, MI, 4820, USA.,Department of Pathology, Wayne State University School of Medicine and Karmanos Cancer Institute, Detroit, MI, USA
| | - Elisabeth Heath
- Department of Oncology, Wayne State University School of Medicine and Karmanos Cancer Institute, Detroit, MI, USA
| | - Hyeong-Reh C Kim
- Department of Pathology, Wayne State University School of Medicine and Karmanos Cancer Institute, Detroit, MI, USA
| | - R Daniel Bonfil
- Department of Urology, Wayne State University School of Medicine and Karmanos Cancer Institute, 540 E. Canfield, Scott Hall # 9105, Detroit, MI, 4820, USA. .,Department of Pathology, Wayne State University School of Medicine and Karmanos Cancer Institute, Detroit, MI, USA. .,Department of Oncology, Wayne State University School of Medicine and Karmanos Cancer Institute, Detroit, MI, USA.
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124
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Khoo BL, Chaudhuri PK, Ramalingam N, Tan DSW, Lim CT, Warkiani ME. Single-cell profiling approaches to probing tumor heterogeneity. Int J Cancer 2016; 139:243-55. [PMID: 26789729 DOI: 10.1002/ijc.30006] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2015] [Revised: 12/10/2015] [Accepted: 01/08/2016] [Indexed: 01/08/2023]
Abstract
Tumor heterogeneity is a major hindrance in cancer classification, diagnosis and treatment. Recent technological advances have begun to reveal the true extent of its heterogeneity. Single-cell analysis (SCA) is emerging as an important approach to detect variations in morphology, genetic or proteomic expression. In this review, we revisit the issue of inter- and intra-tumor heterogeneity, and list various modes of SCA techniques (cell-based, nucleic acid-based, protein-based, metabolite-based and lipid-based) presently used for cancer characterization. We further discuss the advantages of SCA over pooled cell analysis, as well as the limitations of conventional techniques. Emerging trends, such as high-throughput sequencing, are also mentioned as improved means for cancer profiling. Collectively, these applications have the potential for breakthroughs in cancer treatment.
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Affiliation(s)
- Bee Luan Khoo
- Mechanobiology Institute, National University of Singapore.,BioSystems and Micromechanics (BioSyM) IRG, Singapore-MIT Alliance for Research and Technology (SMART) Centre, Singapore
| | | | | | - Daniel Shao Weng Tan
- Division of Medical Oncology, National Cancer Centre Singapore.,Cancer Stem Cell Biology, Genome Institute of Singapore
| | - Chwee Teck Lim
- Mechanobiology Institute, National University of Singapore.,BioSystems and Micromechanics (BioSyM) IRG, Singapore-MIT Alliance for Research and Technology (SMART) Centre, Singapore.,Department of Biomedical Engineering, National University of Singapore
| | - Majid Ebrahimi Warkiani
- BioSystems and Micromechanics (BioSyM) IRG, Singapore-MIT Alliance for Research and Technology (SMART) Centre, Singapore.,School of Mechanical and Manufacturing Engineering, Australian Centre for NanoMedicine, University of New South Wales, Sydney, NSW, 2052, Australia
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125
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Mitchell DL, Tracy CR, Buatti JM, Smith MC, Snow AN, Henry MD, Vaena DA, Tewfik HH, Watkins JM. Individualization of Adjuvant Therapy After Radical Prostatectomy for Clinically Localized Prostate Cancer: Current Status and Future Directions. Clin Genitourin Cancer 2016; 14:12-21. [PMID: 26341039 DOI: 10.1016/j.clgc.2015.07.022] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2015] [Accepted: 07/30/2015] [Indexed: 11/20/2022]
Abstract
Radiation therapy indications in the postprostatectomy setting are evolving. Several retrospective series have identified a number of "high-risk" pathologic features associated with an elevated risk of disease recurrence after radical prostatectomy. More recently, several randomized phase III trials demonstrated superior biochemical relapse-free survival for adjuvant radiation therapy after prostatectomy for patients with these high-risk pathologic features, including positive margin status, extraprostatic extension, and/or seminal vesicle invasion. These series further suggested improvement in distant metastasis control and overall survival after 15 years. However, not all patients with high-risk features experience disease recurrence after surgery alone, and some subsets of patients experience suboptimal disease control and survival despite immediate postoperative radiotherapy. Furthermore, some patients without high-risk features will develop recurrence. The present review discusses the current data and potential future directions to improve individualization of therapy after prostatectomy.
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Affiliation(s)
- Darrion L Mitchell
- Department of Radiation Oncology, University of Iowa Carver School of Medicine, Iowa City, IA
| | - Chad R Tracy
- Department of Urology, University of Iowa Carver School of Medicine, Iowa City, IA
| | - John M Buatti
- Department of Radiation Oncology, University of Iowa Carver School of Medicine, Iowa City, IA
| | - Mark C Smith
- Department of Radiation Oncology, University of Iowa Carver School of Medicine, Iowa City, IA
| | - Anthony N Snow
- Department of Pathology, University of Iowa Carver School of Medicine, Iowa City, IA
| | - Michael D Henry
- Department of Molecular Physiology and Biophysics and Holden Comprehensive Cancer Center, University of Iowa Carver School of Medicine, Iowa City, IA
| | - Daniel A Vaena
- Department of Hematology and Oncology, University of Iowa Carver School of Medicine, Iowa City, IA
| | | | - John M Watkins
- Department of Radiation Oncology, University of Iowa Carver School of Medicine, Iowa City, IA.
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126
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Sunkel B, Wu D, Chen Z, Wang CM, Liu X, Ye Z, Horning AM, Liu J, Mahalingam D, Lopez-Nicora H, Lin CL, Goodfellow PJ, Clinton SK, Jin VX, Chen CL, Huang THM, Wang Q. Integrative analysis identifies targetable CREB1/FoxA1 transcriptional co-regulation as a predictor of prostate cancer recurrence. Nucleic Acids Res 2016; 44:4105-22. [PMID: 26743006 PMCID: PMC4872073 DOI: 10.1093/nar/gkv1528] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2015] [Accepted: 12/22/2015] [Indexed: 01/22/2023] Open
Abstract
Identifying prostate cancer-driving transcription factors (TFs) in addition to the androgen receptor promises to improve our ability to effectively diagnose and treat this disease. We employed an integrative genomics analysis of master TFs CREB1 and FoxA1 in androgen-dependent prostate cancer (ADPC) and castration-resistant prostate cancer (CRPC) cell lines, primary prostate cancer tissues and circulating tumor cells (CTCs) to investigate their role in defining prostate cancer gene expression profiles. Combining genome-wide binding site and gene expression profiles we define CREB1 as a critical driver of pro-survival, cell cycle and metabolic transcription programs. We show that CREB1 and FoxA1 co-localize and mutually influence each other's binding to define disease-driving transcription profiles associated with advanced prostate cancer. Gene expression analysis in human prostate cancer samples found that CREB1/FoxA1 target gene panels predict prostate cancer recurrence. Finally, we showed that this signaling pathway is sensitive to compounds that inhibit the transcription co-regulatory factor MED1. These findings not only reveal a novel, global transcriptional co-regulatory function of CREB1 and FoxA1, but also suggest CREB1/FoxA1 signaling is a targetable driver of prostate cancer progression and serves as a biomarker of poor clinical outcomes.
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Affiliation(s)
- Benjamin Sunkel
- Ohio State Biochemistry Program, The Ohio State University, Columbus, OH 43210, USA Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, Columbus, OH 43210, USA The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Dayong Wu
- Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, Columbus, OH 43210, USA The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Zhong Chen
- Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, Columbus, OH 43210, USA The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Chiou-Miin Wang
- Department of Molecular Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Xiangtao Liu
- The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Zhenqing Ye
- Department of Molecular Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Aaron M Horning
- Department of Molecular Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Joseph Liu
- Department of Molecular Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Devalingam Mahalingam
- Department of Molecular Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Horacio Lopez-Nicora
- Department of Plant Pathology, The Ohio State University, Columbus, OH 43210, USA
| | - Chun-Lin Lin
- Department of Molecular Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Paul J Goodfellow
- The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Steven K Clinton
- The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA Division of Medical Oncology, Department of Internal Medicine, The Ohio State University, Columbus, OH 43210, USA
| | - Victor X Jin
- Department of Molecular Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Chun-Liang Chen
- Department of Molecular Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Tim H-M Huang
- Department of Molecular Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Qianben Wang
- Ohio State Biochemistry Program, The Ohio State University, Columbus, OH 43210, USA Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, Columbus, OH 43210, USA The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
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127
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128
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Ao Z, Moradi K, Cote RJ, Datar RH. Size-Based and Non-Affinity Based Microfluidic Devices for Circulating Tumor Cell Enrichment and Characterization. CIRCULATING TUMOR CELLS 2016. [DOI: 10.1007/978-1-4939-3363-1_3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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129
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Shaw Bagnall J, Byun S, Begum S, Miyamoto DT, Hecht VC, Maheswaran S, Stott SL, Toner M, Hynes RO, Manalis SR. Deformability of Tumor Cells versus Blood Cells. Sci Rep 2015; 5:18542. [PMID: 26679988 PMCID: PMC4683468 DOI: 10.1038/srep18542] [Citation(s) in RCA: 88] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2015] [Accepted: 11/19/2015] [Indexed: 01/04/2023] Open
Abstract
The potential for circulating tumor cells (CTCs) to elucidate the process of cancer metastasis and inform clinical decision-making has made their isolation of great importance. However, CTCs are rare in the blood, and universal properties with which to identify them remain elusive. As technological advancements have made single-cell deformability measurements increasingly routine, the assessment of physical distinctions between tumor cells and blood cells may provide insight into the feasibility of deformability-based methods for identifying CTCs in patient blood. To this end, we present an initial study assessing deformability differences between tumor cells and blood cells, indicated by the length of time required for them to pass through a microfluidic constriction. Here, we demonstrate that deformability changes in tumor cells that have undergone phenotypic shifts are small compared to differences between tumor cell lines and blood cells. Additionally, in a syngeneic mouse tumor model, cells that are able to exit a tumor and enter circulation are not required to be more deformable than the cells that were first injected into the mouse. However, a limited study of metastatic prostate cancer patients provides evidence that some CTCs may be more mechanically similar to blood cells than to typical tumor cell lines.
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Affiliation(s)
- Josephine Shaw Bagnall
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA
| | - Sangwon Byun
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA
| | - Shahinoor Begum
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA
- Howard Hughes Medical Institute, Massachusetts Institute of Technology, Cambridge, MA
| | - David T. Miyamoto
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Vivian C. Hecht
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA
| | - Shyamala Maheswaran
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Shannon L. Stott
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA
- Massachusetts General Hospital Center for Engineering and Medicine, Harvard Medical School, Boston, MA
| | - Mehmet Toner
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA
- Massachusetts General Hospital Center for Engineering and Medicine, Harvard Medical School, Boston, MA
| | - Richard O. Hynes
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA
- Howard Hughes Medical Institute, Massachusetts Institute of Technology, Cambridge, MA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA
| | - Scott R. Manalis
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA
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130
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Chatterjee P, Pal NR. Discovery of synergistic genetic network: A minimum spanning tree-based approach. J Bioinform Comput Biol 2015; 14:1650003. [PMID: 26620041 DOI: 10.1142/s0219720016500037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Identification of gene interactions is one of the very well-known and important problems in the field of genetics. However, discovering synergistic gene interactions is a relatively new problem which has been proven to be as significant as the former in genetics. Several approaches have been proposed in this regard and most of them depend upon information theoretic measures. These approaches quantize the gene expression levels, explicitly or implicitly and therefore, may lose information. Here, we have proposed a novel approach for identifying synergistic gene interactions directly from the continuous expression levels, using a minimum spanning tree (MST)-based algorithm. We have used this approach to find pairs of synergistically interacting genes in prostate cancer. The advantages of our method are that it does not need any discretization and it can be extended straightway to find synergistically interacting sets of genes having three or more elements as per the requirement of the situation. We have demonstrated the relevance of the synergistic genes in cancer biology using KEGG pathway analysis and otherwise.
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131
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Salvianti F, Pazzagli M, Pinzani P. Single circulating tumor cell sequencing as an advanced tool in cancer management. Expert Rev Mol Diagn 2015; 16:51-63. [PMID: 26560087 DOI: 10.1586/14737159.2016.1116942] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Circulating tumor cells (CTCs) shed by the primary tumor and metastases are considered a real-time 'liquid biopsy', reflecting the disease complexity that evolves during progression, showing in its late stages different genetic, epigenetic and expression features. Consequently, heterogeneity and development of characteristic features upon disease progression are the two main goals that emerging technologies should account for in view of a clinical application. Single-cell analysis, now possible due to technological advances, may help elucidate tumor heterogeneity at the CTC level. This review focuses on the necessary steps for the analysis of CTCs at the single-cell level. A concise overview is given on the alternative methods referring in particular to studies on the mutational status of single CTCs from cancer patients.
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Affiliation(s)
- Francesca Salvianti
- a Department of Clinical, Experimental and Biomedical Sciences , University of Florence , Firenze , Italy
| | - Mario Pazzagli
- a Department of Clinical, Experimental and Biomedical Sciences , University of Florence , Firenze , Italy
| | - Pamela Pinzani
- a Department of Clinical, Experimental and Biomedical Sciences , University of Florence , Firenze , Italy
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132
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Dolfus C, Piton N, Toure E, Sabourin JC. Circulating tumor cell isolation: the assets of filtration methods with polycarbonate track-etched filters. Chin J Cancer Res 2015; 27:479-87. [PMID: 26543334 DOI: 10.3978/j.issn.1000-9604.2015.09.01] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Circulating tumor cells (CTCs) arise from primary or secondary tumors and enter the bloodstream by active or passive intravasation. Given the low number of CTCs, enrichment is necessary for detection. Filtration methods are based on selection of CTCs by size using a filter with 6.5 to 8 µm pores. After coloration, collected CTCs are evaluated according to morphological criteria. Immunophenotyping and fluorescence in situ hybridization techniques may be used. Selected CTCs can also be cultivated in vitro to provide more material. Analysis of genomic mutations is difficult because it requires adapted techniques due to limited DNA materials. Filtration-selected CTCs have shown prognostic value in many studies but multicentric validating trials are mandatory to strengthen this assessment. Other clinical applications are promising such as follow-up, therapy response prediction and diagnosis. Microfluidic emerging systems could optimize filtration-selected CTCs by increasing selection accuracy.
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Affiliation(s)
- Claire Dolfus
- 1 Department of Pathology, Rouen University Hospital, Rouen Cedex 76031, France ; 2 Inserm U1079, Institute for Biomedical Research and Innovation, University of Rouen, CS 76183, Rouen Cedex 76183, France
| | - Nicolas Piton
- 1 Department of Pathology, Rouen University Hospital, Rouen Cedex 76031, France ; 2 Inserm U1079, Institute for Biomedical Research and Innovation, University of Rouen, CS 76183, Rouen Cedex 76183, France
| | - Emmanuel Toure
- 1 Department of Pathology, Rouen University Hospital, Rouen Cedex 76031, France ; 2 Inserm U1079, Institute for Biomedical Research and Innovation, University of Rouen, CS 76183, Rouen Cedex 76183, France
| | - Jean-Christophe Sabourin
- 1 Department of Pathology, Rouen University Hospital, Rouen Cedex 76031, France ; 2 Inserm U1079, Institute for Biomedical Research and Innovation, University of Rouen, CS 76183, Rouen Cedex 76183, France
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133
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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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134
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Khan MI, Hamid A, Adhami VM, Lall RK, Mukhtar H. Role of epithelial mesenchymal transition in prostate tumorigenesis. Curr Pharm Des 2015; 21:1240-8. [PMID: 25506896 DOI: 10.2174/1381612821666141211120326] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2014] [Accepted: 12/05/2014] [Indexed: 02/07/2023]
Abstract
Globally, the cancer associated deaths are generally attributed to the spread of cancerous cells or their features to the nearby or distant secondary organs by a process known as metastasis. Among other factors, the metastatic dissemination of cancer cells is attributed to the reactivation of an evolutionary conserved developmental program known as epithelial to mesenchymal transition (EMT). During EMT, fully differentiated epithelial cells undergo a series of dramatic changes in their morphology, along with loss of cell to cell contact and matrix remodeling into less differentiated and invasive mesenchymal cells. Many studies provide evidence for the existence of EMT like states in prostate cancer (PCa) and suggest its possible involvement in PCa progression and metastasis. At the same time, the lack of conclusive evidence regarding the presence of full EMT in human PCa samples has somewhat dampened the interest in the field. However, ongoing EMT research provides new perspectives and unveils the enormous potential of this field in tailoring new therapeutic regimens for PCa management. This review summarizes the role of many transcription factors and other molecules that drive EMT during prostate tumorigenesis.
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Affiliation(s)
| | | | | | | | - Hasan Mukhtar
- Department of Dermatology, University of Wisconsin, Medical Science Center, Rm B-25, 1300 University Avenue, Madison, WI 53706.
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135
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Evaluation of an epithelial plasticity biomarker panel in men with localized prostate cancer. Prostate Cancer Prostatic Dis 2015; 19:40-5. [PMID: 26458958 PMCID: PMC4747832 DOI: 10.1038/pcan.2015.46] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2015] [Revised: 07/31/2015] [Accepted: 08/06/2015] [Indexed: 01/25/2023]
Abstract
BACKGROUND Given the potential importance of epithelial plasticity (EP) to cancer metastasis, we sought to investigate biomarkers related to EP in men with localized prostate cancer (PC) for the association with time to PSA recurrence and other clinical outcomes after surgery. METHODS Men with localized PC treated with radical prostatectomy at the Durham VA Medical Center and whose prostatectomy tissues were included in a tissue microarray (TMA) linked to long-term outcomes. We performed immunohistochemical studies using validated antibodies against E-cadherin and Ki-67 and mesenchymal biomarkers including N-cadherin, vimentin, SNAIL, ZEB1 and TWIST. Association studies were conducted for each biomarker with baseline clinical/pathologic characteristics an risk of PSA recurrence over time. RESULTS Two hundred and five men contributed TMA tissue and had long-term follow-up (median 11 years). Forty-three percent had PSA recurrence; three died of PC. The majority had high E-cadherin expression (86%); 14% had low/absent E-cadherin expression. N-cadherin was rarely expressed (<4%) and we were unable to identify an E-to-N-cadherin switch as independently prognostic. No associations with clinical risk group, PSA recurrence or Gleason sum were noted for SNAIL, ZEB1, vimentin or TWIST, despite heterogeneous expression between patients. We observed an association of higher Ki-67 expression with Gleason sum (P=0.043), National Comprehensive Cancer Network risk (P=0.013) and PSA recurrence (hazard ratio 1.07, P=0.016). CONCLUSIONS The expression of EP biomarkers in this cohort of men with a low risk of PC-specific mortality was not associated with aggressive features or PSA relapse after surgery.
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136
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Pandey S, Khanna A. Single Cell Analysis and Circulating Tumor Cells in Prostate Cancer: Experience of an Observership at Cold Spring Harbor Laboratory, CSH and New York Presbyterian Hospital (Cornell Campus), New York. Asian Pac J Cancer Prev 2015; 16:6173-4. [PMID: 26320516 DOI: 10.7314/apjcp.2015.16.14.6173] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Affiliation(s)
- Saumya Pandey
- Ajanta Hospital and IVF Centre, Lucknow, U.P., India E-mail :
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137
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Li J, Gregory SG, Garcia-Blanco MA, Armstrong AJ. Using circulating tumor cells to inform on prostate cancer biology and clinical utility. Crit Rev Clin Lab Sci 2015; 52:191-210. [PMID: 26079252 DOI: 10.3109/10408363.2015.1023430] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Substantial advances in the molecular biology of prostate cancer have led to the approval of multiple new systemic agents to treat men with metastatic castration-resistant prostate cancer (mCRPC). These treatments encompass androgen receptor directed therapies, immunotherapies, bone targeting radiopharmaceuticals and cytotoxic chemotherapies. There is, however, great heterogeneity in the degree of patient benefit with these agents, thus fueling the need to develop predictive biomarkers that are able to rationally guide therapy. Circulating tumor cells (CTCs) have the potential to provide an assessment of tumor-specific biomarkers through a non-invasive, repeatable "liquid biopsy" of a patient's cancer at a given point in time. CTCs have been extensively studied in men with mCRPC, where CTC enumeration using the Cellsearch® method has been validated and FDA approved to be used in conjunction with other clinical parameters as a prognostic biomarker in metastatic prostate cancer. In addition to enumeration, more sophisticated molecular profiling of CTCs is now feasible and may provide more clinical utility as it may reflect tumor evolution within an individual particularly under the pressure of systemic therapies. Here, we review technologies used to detect and characterize CTCs, and the potential biological and clinical utility of CTC molecular profiling in men with metastatic prostate cancer.
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Affiliation(s)
- Jing Li
- a Duke Cancer Institute, Duke University Medical Center , Durham , NC , USA
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138
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Cai T, Hirai H, Xu H, Notkins AL. The minimal promoter region of the dense-core vesicle protein IA-2: transcriptional regulation by CREB. Acta Diabetol 2015; 52:573-80. [PMID: 25528004 PMCID: PMC5273861 DOI: 10.1007/s00592-014-0689-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Accepted: 11/20/2014] [Indexed: 11/29/2022]
Abstract
AIMS IA-2 is a transmembrane protein found in the dense-core vesicles (DCV) of neuroendocrine cells and one of the major autoantigens in type 1 diabetes. DCV are involved in the secretion of hormones (e.g., insulin) and neurotransmitters. Stimulation of pancreatic β cells with glucose upregulates the expression of IA-2 and an increase in IA-2 results in an increase in the number of DCV. Little is known, however, about the promoter region of IA-2 or the transcriptional factors that regulate the expression of this gene. METHODS In the present study, we constructed eight deletion fragments from the upstream region of the IA-2 transcription start site and linked them to a luciferase reporter. RESULTS By this approach, we have identified a short bp region (-216 to +115) that has strong promoter activity. We also identified a transcription factor, cAMP responsive element-binding protein (CREB), which binds to two CREB-related binding sites located in this region. The binding of CREB to these sites enhanced IA-2 transcription by more than fivefold. We confirmed these findings by site-directed mutagenesis, chromatin immunoprecipitation assays and RNAi inhibition. CONCLUSION Based on these findings, we conclude that the PKA pathway is a critical, but not the exclusive signaling pathway involved in IA-2 gene expression.
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Affiliation(s)
- Tao Cai
- Experimental Medicine Section, Laboratory of Sensory Biology, National Institute of Dental and Craniofacial Research (NIDCR), National Institutes of Health (NIH), B30/Rm106, Bethesda, MD, 20892, USA,
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Ruscetti M, Quach B, Dadashian EL, Mulholland DJ, Wu H. Tracking and Functional Characterization of Epithelial-Mesenchymal Transition and Mesenchymal Tumor Cells during Prostate Cancer Metastasis. Cancer Res 2015; 75:2749-59. [PMID: 25948589 DOI: 10.1158/0008-5472.can-14-3476] [Citation(s) in RCA: 164] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2014] [Accepted: 04/03/2015] [Indexed: 12/31/2022]
Abstract
The epithelial-mesenchymal transition (EMT) has been postulated as a mechanism by which cancer cells acquire the invasive and stem-like traits necessary for distant metastasis. However, direct in vivo evidence for the role of EMT in the formation of cancer stem-like cells (CSC) and the metastatic cascade remains lacking. Here we report the first isolation and characterization of mesenchymal-like and EMT tumor cells, which harbor both epithelial and mesenchymal characteristics, in an autochthonous murine model of prostate cancer. By crossing the established Pb-Cre(+/-);Pten(L/L);Kras(G12D) (/+) prostate cancer model with a vimentin-GFP reporter strain, generating CPKV mice, we were able to isolate epithelial, EMT, and mesenchymal-like cancer cells based on expression of vimentin and EpCAM. CPKV mice (but not mice with Pten deletion alone) exhibited expansion of cells with EMT (EpCAM(+)/Vim-GFP(+)) and mesenchymal-like (EpCAM(-)/Vim-GFP(+)) characteristics at the primary tumor site and in circulation. These EMT and mesenchymal-like tumor cells displayed enhanced stemness and invasive character compared with epithelial tumor cells. Moreover, they displayed an enriched tumor-initiating capacity and could regenerate epithelial glandular structures in vivo, indicative of epithelia-mesenchyme plasticity. Interestingly, while mesenchymal-like tumor cells could persist in circulation and survive in the lung following intravenous injection, only epithelial and EMT tumor cells could form macrometastases. Our work extends the evidence that mesenchymal and epithelial states in cancer cells contribute differentially to their capacities for tumor initiation and metastatic seeding, respectively, and that EMT tumor cells exist with plasticity that can contribute to multiple stages of the metastatic cascade.
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Affiliation(s)
- Marcus Ruscetti
- Molecular Biology Institute, University of California, Los Angeles, California. Department of Molecular and Medical Pharmacology, University of California, Los Angeles, California
| | - Bill Quach
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, California
| | - Eman L Dadashian
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, California
| | - David J Mulholland
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, California
| | - Hong Wu
- Molecular Biology Institute, University of California, Los Angeles, California. Department of Molecular and Medical Pharmacology, University of California, Los Angeles, California. School of Life Sciences, Peking University, Beijing, China.
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140
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Low WS, Wan Abas WAB. Benchtop technologies for circulating tumor cells separation based on biophysical properties. BIOMED RESEARCH INTERNATIONAL 2015; 2015:239362. [PMID: 25977918 PMCID: PMC4419234 DOI: 10.1155/2015/239362] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/26/2014] [Revised: 02/26/2015] [Accepted: 02/26/2015] [Indexed: 12/11/2022]
Abstract
Circulating tumor cells (CTCs) are tumor cells that have detached from primary tumor site and are transported via the circulation system. The importance of CTCs as prognostic biomarker is leveraged when multiple studies found that patient with cutoff of 5 CTCs per 7.5 mL blood has poor survival rate. Despite its clinical relevance, the isolation and characterization of CTCs can be quite challenging due to their large morphological variability and the rare presence of CTCs within the blood. Numerous methods have been employed and discussed in the literature for CTCs separation. In this paper, we will focus on label free CTCs isolation methods, in which the biophysical and biomechanical properties of cells (e.g., size, deformability, and electricity) are exploited for CTCs detection. To assess the present state of various isolation methods, key performance metrics such as capture efficiency, cell viability, and throughput will be reported. Finally, we discuss the challenges and future perspectives of CTC isolation technologies.
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Affiliation(s)
- Wan Shi Low
- Department of Biomedical Engineering, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - Wan Abu Bakar Wan Abas
- Department of Biomedical Engineering, University of Malaya, 50603 Kuala Lumpur, Malaysia
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141
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Abstract
Molecular characterization of circulating tumor cells (CTCs) found in the blood of cancer patients offers the potential to provide new insights into the biology of cancer metastasis. However, since they are rare and difficult to isolate, the molecular nature of CTCs remains poorly understood. In this paper, we reviewed a decade's worth of scientific literature (2003-2013) describing efforts on isolation and genomic analysis of CTCs. The limited number of CTC genomic studies we found attested to the infancy of this field of study. These initial reports, however, provide an important framework for future comprehensive exploration of CTC biology. For CTCs to be broadly accepted as therapeutic targets and biomarkers of metastatic spread, further in-depth molecular characterization is warranted.
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142
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Clinical phenotypes associated with circulating tumor cell enumeration in metastatic castration–resistant prostate cancer. Urol Oncol 2015; 33:110.e1-9. [DOI: 10.1016/j.urolonc.2014.09.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2014] [Revised: 09/04/2014] [Accepted: 09/04/2014] [Indexed: 12/29/2022]
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143
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Kong D, Sethi S, Li Y, Chen W, Sakr WA, Heath E, Sarkar FH. Androgen receptor splice variants contribute to prostate cancer aggressiveness through induction of EMT and expression of stem cell marker genes. Prostate 2015; 75:161-74. [PMID: 25307492 PMCID: PMC4270852 DOI: 10.1002/pros.22901] [Citation(s) in RCA: 78] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2014] [Accepted: 08/25/2014] [Indexed: 11/07/2022]
Abstract
BACKGROUND The mechanism(s) by which androgen receptor (AR) splice variants contribute to castration-resistant prostate cancer (CRPC) is still lacking. METHODS Expressions of epithelial-to-mesenchymal transition (EMT) and stem cell markers were molecularly tested using prostate cancer (PCa) cells transfected with AR and AR3 (also known as AR-V7) plasmids or siRNA, and also cultured cells under androgen deprivation therapy (ADT) condition. Cell migration, clonogenicity, sphere-forming capacity was assessed using PCa cells under all experimental conditions and 3,3'-diindolylmethane (DIM; BR-DIM) treatment. Human PCa samples from BR-DIM untreated or treated patients were also used for assessing the expression of AR3 and stem cell markers. RESULTS Overexpression of AR led to the induction of EMT phenotype, while overexpression of AR3 not only induced EMT but also led to the expression of stem cell signature genes. More importantly, ADT enhanced the expression of AR and AR3 concomitant with up-regulated expression of EMT and stem cell marker genes. Dihydrotestosterone (DHT) treatment decreased the expression of AR and AR3, and reversed the expression of these EMT and stem cell marker genes. BR-DIM administered to PCa patients prior to radical prostatectomy inhibited the expression of cancer stem cell markers consistent with inhibition of self-renewal of PCa cells after BR-DIM treatment. CONCLUSION AR variants could contribute to PCa progression through induction of EMT and acquisition of stem cell characteristics, which could be attenuated by BR-DIM, suggesting that BR-DIM could become a promising agent for the prevention of CRPC and/or for the treatment of PCa.
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Affiliation(s)
- Dejuan Kong
- Department of Pathology, Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, Michigan
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144
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Saadatpour A, Guo G, Orkin SH, Yuan GC. Characterizing heterogeneity in leukemic cells using single-cell gene expression analysis. Genome Biol 2014; 15:525. [PMID: 25517911 PMCID: PMC4262970 DOI: 10.1186/s13059-014-0525-9] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2014] [Accepted: 11/03/2014] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND A fundamental challenge for cancer therapy is that each tumor contains a highly heterogeneous cell population whose structure and mechanistic underpinnings remain incompletely understood. Recent advances in single-cell gene expression profiling have created new possibilities to characterize this heterogeneity and to dissect the potential intra-cancer cellular hierarchy. RESULTS Here, we apply single-cell analysis to systematically characterize the heterogeneity within leukemic cells using the MLL-AF9 driven mouse model of acute myeloid leukemia. We start with fluorescence-activated cell sorting analysis with seven surface markers, and extend by using a multiplexing quantitative polymerase chain reaction approach to assay the transcriptional profile of a panel of 175 carefully selected genes in leukemic cells at the single-cell level. By employing a set of computational tools we find striking heterogeneity within leukemic cells. Mapping to the normal hematopoietic cellular hierarchy identifies two distinct subtypes of leukemic cells; one similar to granulocyte/monocyte progenitors and the other to macrophage and dendritic cells. Further functional experiments suggest that these subtypes differ in proliferation rates and clonal phenotypes. Finally, co-expression network analysis reveals similarities as well as organizational differences between leukemia and normal granulocyte/monocyte progenitor networks. CONCLUSIONS Overall, our single-cell analysis pinpoints previously uncharacterized heterogeneity within leukemic cells and provides new insights into the molecular signatures of acute myeloid leukemia.
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145
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Lieto E, Galizia G, Orditura M, Romano C, Zamboli A, Castellano P, Mabilia A, Auricchio A, DE Vita F, Gemei M. CD26-positive/CD326-negative circulating cancer cells as prognostic markers for colorectal cancer recurrence. Oncol Lett 2014; 9:542-550. [PMID: 25624884 PMCID: PMC4301532 DOI: 10.3892/ol.2014.2749] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2013] [Accepted: 07/18/2014] [Indexed: 02/05/2023] Open
Abstract
The present study evaluated the presence and clinical relevance of a cluster of differentiation (CD)26+/CD326- subset of circulating tumor cells (CTCs) in pre- and post-operative blood samples of colorectal cancer patients, who had undergone curative or palliative intervention, in order to find a novel prognostic factor for patient management and follow-up. In total, 80 colorectal cancer patients, along with 25 healthy volunteers were included. The easily transferable methodology of flow cytometry, along with multiparametric antibody staining were used to selectively evaluate CD26+/CD326- CTCs in the peripheral blood samples of colorectal cancer patients. The multiparametric selection allowed any enrichment methods to be avoided thus rendering the whole procedure suitable for clinical routine. The presence of CD26+/CD326- cells was higher in advanced Dukes' stages and was significantly associated with poor survival and high recurrence rates. Relapsing and non-surviving patients showed the highest number of CD26+/CD326- CTCs. High pre-operative levels of CD26+/CD326- CTCs correctly predicted tumor relapse in 44.4% of the cases, while 69% of post-operative CD26+/CD326- CTC-positive patients experienced cancer recurrence, with a test accuracy of 88.8%. By contrast, post-operative CD26+/CD326- CTC-negative patients showed an increase in the three-year progression-free survival rate of 86%, along with a reduced risk of tumor relapse of >90%. In conclusion, CD26+/CD326- CTCs are an independent prognostic factor for tumor recurrence rate in multivariate analysis, suggesting that their evaluation could be an additional factor for colorectal cancer recurrence risk evaluation in patient management.
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Affiliation(s)
- Eva Lieto
- Division of Surgical Oncology, Department of Anesthesiological, Surgical and Emergency Sciences, Second University of Naples School of Medicine, Naples I-80131, Italy
| | - Gennaro Galizia
- Division of Surgical Oncology, Department of Anesthesiological, Surgical and Emergency Sciences, Second University of Naples School of Medicine, Naples I-80131, Italy
| | - Michele Orditura
- Division of Medical Oncology, 'F. Magrassi-A. Lanzara' Department of Clinical and Experimental Medicine and Surgery, Second University of Naples School of Medicine, Naples I-80131, Italy
| | - Ciro Romano
- Division of Internal Medicine, Allergy and Clinical Immunology, Department of Medical and Surgical Sciences, Second University of Naples School of Medicine, Naples I-80131, Italy
| | - Anna Zamboli
- Division of Surgical Oncology, Department of Anesthesiological, Surgical and Emergency Sciences, Second University of Naples School of Medicine, Naples I-80131, Italy
| | - Paolo Castellano
- Division of Surgical Oncology, Department of Anesthesiological, Surgical and Emergency Sciences, Second University of Naples School of Medicine, Naples I-80131, Italy
| | - Andrea Mabilia
- Division of Surgical Oncology, Department of Anesthesiological, Surgical and Emergency Sciences, Second University of Naples School of Medicine, Naples I-80131, Italy
| | - Annamaria Auricchio
- Division of Surgical Oncology, Department of Anesthesiological, Surgical and Emergency Sciences, Second University of Naples School of Medicine, Naples I-80131, Italy
| | - Ferdinando DE Vita
- Division of Medical Oncology, 'F. Magrassi-A. Lanzara' Department of Clinical and Experimental Medicine and Surgery, Second University of Naples School of Medicine, Naples I-80131, Italy
| | - Marica Gemei
- Center for Genetic Engineering, Advanced Biotechnologies, Naples I-80145, Italy
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146
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Markiewicz A, Wełnicka-Jaśkiewicz M, Seroczyńska B, Skokowski J, Majewska H, Szade J, Żaczek AJ. Epithelial-mesenchymal transition markers in lymph node metastases and primary breast tumors - relation to dissemination and proliferation. Am J Transl Res 2014; 6:793-808. [PMID: 25628790 PMCID: PMC4297347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2014] [Accepted: 10/15/2014] [Indexed: 06/04/2023]
Abstract
Epithelial-mesenchymal transition (EMT) was shown to enhance metastatic abilities of cancer cells, but it remains elusive in clinical samples. Moreover, EMT is rarely studied in lymph node metastases (LNM), thus limiting our understanding of its role outside of the primary tumors (PT). We collected a set of samples including triplets - PT, circulating tumor cells (CTCs)-enriched blood samples and LNM from 108 early breast cancer patients. With immunohistochemistry we analyzed levels of EMT effectors - E-cadherin, vimentin and N-cadherin in LNM, central areas and margins of PT. Additionally, expression of EMT core regulators TWIST1, SNAI1, SNAI2 was measured with RT-qPCR. Patients with E-cadherin loss had CTCs in 45% of the cases in comparison to 23% with normal E-cadherin level (P = 0.05). Mesenchymal phenotype of CTCs-enriched blood fractions was five-times more frequent in patients with E-cadherin loss in PT compared to PT with normal E-cadherin levels (P = 0.01). Epithelial/mesenchymal status of matched samples at different stages of dissemination was frequently discordant, especially for pairs involving CTCs, indicating high plasticity of tumor cells. LNM showed increased expression of TWIST1, SNAI1, SNAI2 accompanied by decreased Ki67 labeling index, with median Ki67 of 15% in PT and 10% in LNM (P = 0.0002). Our findings demonstrate that E-cadherin loss, not only in PT margin, might lead to seeding of especially malignant CTCs with mesenchymal phenotype. In comparison to PT, cells in LNM re-express E-cadherin, upregulate EMT transcription factors and reduce cell division rate, which could be viewed as their long-term survival strategy.
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Affiliation(s)
- Aleksandra Markiewicz
- Department of Medical Biotechnology, Intercollegiate Faculty of Biotechnology, University of Gdańsk and Medical University of GdańskDębinki 1 St, 80-211 Gdańsk, Poland
- Postgraduate School of Molecular Medicine, Medical University of WarsawŻwirki i Wigury 61 St, 02-091 Warsaw, Poland
| | | | - Barbara Seroczyńska
- Bank of Frozen Tissues and Genetic Specimens, Department of Medical Laboratory Diagnostics, Medical University of GdańskDębinki 7 St, 80-211 Gdańsk, Poland
| | - Jarosław Skokowski
- Bank of Frozen Tissues and Genetic Specimens, Department of Medical Laboratory Diagnostics, Medical University of GdańskDębinki 7 St, 80-211 Gdańsk, Poland
- Department of Surgical Oncology, Medical University of GdańskM. Smoluchowskiego 17 St, 80-214 Gdańsk, Poland
| | - Hanna Majewska
- Department of Pathomorphology, Medical University of GdańskM. Smoluchowskiego 17 St, 80-214 Gdańsk, Poland
| | - Jolanta Szade
- Department of Pathomorphology, Medical University of GdańskM. Smoluchowskiego 17 St, 80-214 Gdańsk, Poland
| | - Anna J Żaczek
- Department of Medical Biotechnology, Intercollegiate Faculty of Biotechnology, University of Gdańsk and Medical University of GdańskDębinki 1 St, 80-211 Gdańsk, Poland
- Innovation Synergy FoundationDragana 20/6, 80-807 Gdańsk, Poland
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147
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Fina E, Callari M, Reduzzi C, D'Aiuto F, Mariani G, Generali D, Pierotti MA, Daidone MG, Cappelletti V. Gene expression profiling of circulating tumor cells in breast cancer. Clin Chem 2014; 61:278-89. [PMID: 25411184 DOI: 10.1373/clinchem.2014.229476] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
BACKGROUND Determining the transcriptional profile of circulating tumor cells (CTCs) may allow the acquisition of clinically relevant information while overcoming tumor heterogeneity-related biases associated with use of tissue samples for biomarker assessment. However, such molecular characterization is challenging because CTCs are rare and outnumbered by blood cells. METHODS Here, we describe a technical protocol to measure the expression of >29 000 genes in CTCs captured from whole blood with magnetic beads linked with antibodies against epithelial cell adhesion molecule (EpCAM) and the carcinoma-associated mucin, MUC1, designed to be used for CTC characterization in clinical samples. Low numbers of cells (5-200) from the MCF7 and MDA-MB-468 breast cancer cell lines were spiked in healthy donor blood samples and isolated with the AdnaTest EMT-1/Stem CellSelect kit. Gene expression profiles (GEPs) were obtained with the WG-DASL HT assay and compared with GEPs obtained from RNA isolated from cultured cell lines and unspiked samples. RESULTS GEPs from samples containing 25 or more spiked cells correlated (r = 0.95) with cognate 100-ng RNA input samples, clustered separately from blood control samples, and allowed MCF7 and MDA-MB-468 cells to be distinguished. GEPs with comparable technical quality were also obtained in a preliminary series of clinical samples. CONCLUSIONS Our approach allows technically reliable GEPs to be obtained from isolated CTCs for the acquisition of biologically useful information. It is reproducible and suitable for application in prospective studies to assess the clinical utility of CTC GEPs, provided that >25 CTCs can be isolated.
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Affiliation(s)
- Emanuela Fina
- Biomarkers Unit, Department of Experimental Oncology and Molecular Medicine
| | - Maurizio Callari
- Biomarkers Unit, Department of Experimental Oncology and Molecular Medicine
| | - Carolina Reduzzi
- Biomarkers Unit, Department of Experimental Oncology and Molecular Medicine
| | - Francesca D'Aiuto
- Biomarkers Unit, Department of Experimental Oncology and Molecular Medicine
| | | | - Daniele Generali
- U.O. Multidisciplinare di Patologia Mammaria, U.S. Terapia Molecolare e Farmacogenomica, A.O. Istituti Ospitalieri di Cremona, Cremona, Italy
| | - Marco A Pierotti
- Scientific Directorate, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Maria G Daidone
- Biomarkers Unit, Department of Experimental Oncology and Molecular Medicine,
| | - Vera Cappelletti
- Biomarkers Unit, Department of Experimental Oncology and Molecular Medicine
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148
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Epithelial plasticity in prostate cancer: principles and clinical perspectives. Trends Mol Med 2014; 20:643-51. [PMID: 25262538 DOI: 10.1016/j.molmed.2014.09.004] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2014] [Revised: 09/03/2014] [Accepted: 09/04/2014] [Indexed: 01/23/2023]
Abstract
Over the past decade, the capacity of cancer cells to oscillate between epithelial and mesenchymal phenotypes, termed epithelial plasticity (EP), has been demonstrated to play a critical role in metastasis. This phenomenon may be particularly important for prostate cancer (PC) progression, since recent studies have revealed interplay between EP and signaling by the androgen receptor (AR) oncoprotein. Moreover, EP appears to play a role in dictating the response to therapies for metastatic PC. This review will evaluate preclinical and clinical evidence for the relevance of EP in PC progression and consider the potential of targeting and measuring EP as a means to treat and manage lethal forms of the disease.
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149
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Osmulski P, Mahalingam D, Gaczynska ME, Liu J, Huang S, Horning AM, Wang CM, Thompson IM, Huang THM, Chen CL. Nanomechanical biomarkers of single circulating tumor cells for detection of castration resistant prostate cancer. Prostate 2014; 74:1297-307. [PMID: 25065737 PMCID: PMC4142568 DOI: 10.1002/pros.22846] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2014] [Accepted: 06/04/2014] [Indexed: 01/22/2023]
Abstract
BACKGROUND Emerging evidence shows that nanomechanical phenotypes of circulating tumor cells (CTC) could become potential biomarkers for metastatic castration resistant prostate cancer (mCRPC). METHODS To determine the nanomechanical phenotypes of CTCs we applied atomic force microscopy (AFM) employing the PeakForce quantitative nanomechanical (QNM) imaging. We assessed biophysical parameters (elasticity, deformation, and adhesion) of 130 CTCs isolated from blood samples from five castration sensitive (CS) and 12 castration resistant prostate cancer (CRPCa) patients. RESULTS We found that CTCs from CRPCa patients are three times softer, three times more deformable, and seven times more adhesive than counterparts from CSPCa patients. Both nonsupervised hierarchical clustering and principle component analysis show that three combined nanomechanical parameters could constitute a valuable set to distinguish between CSPCa and CRPCa. CONCLUSIONS [corrected] Our study indicates that nanomechanical phenotypes of CTCs may serve as novel and effective biomarkers for mCRPC.
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Affiliation(s)
- Pawel Osmulski
- Departments of Molecular Medicine, University of Texas Health Science Center, San Antonio, Texas
| | - Devalingam Mahalingam
- Cancer Therapy and Research Center, University of Texas Health Science Center, San Antonio, Texas
- Department of Medicine, University of Texas Health Science Center, San Antonio, Texas
| | - Maria E Gaczynska
- Departments of Molecular Medicine, University of Texas Health Science Center, San Antonio, Texas
| | - Joseph Liu
- Departments of Molecular Medicine, University of Texas Health Science Center, San Antonio, Texas
| | - Susan Huang
- Departments of Molecular Medicine, University of Texas Health Science Center, San Antonio, Texas
| | - Aaron M Horning
- Integrated Biomedical Science Graduate Program, University of Texas Health Science Center, San Antonio, Texas
| | - Chiou-Miin Wang
- Departments of Molecular Medicine, University of Texas Health Science Center, San Antonio, Texas
| | - Ian M. Thompson
- Cancer Therapy and Research Center, University of Texas Health Science Center, San Antonio, Texas
- Department of Urology, University of Texas Health Science Center, San Antonio, Texas
| | - Tim H-M Huang
- Departments of Molecular Medicine, University of Texas Health Science Center, San Antonio, Texas
- Cancer Therapy and Research Center, University of Texas Health Science Center, San Antonio, Texas
| | - Chun-Liang Chen
- Departments of Molecular Medicine, University of Texas Health Science Center, San Antonio, Texas
- Cancer Therapy and Research Center, University of Texas Health Science Center, San Antonio, Texas
- Correspondence: Chun-Liang Chen, PhD, Department of Molecular Medicine, University of Texas Health Science Center at San Antonio, 7703 Floyd Curl Dr., Mail code: 8257, San Antonio, Tx 78229-3900.
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150
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Wu P, Sokoll LJ, Kudrolli TA, Chowdhury WH, Ma R, Liu MM, Rodriguez R, Lupold SE. A novel approach for detecting viable and tissue-specific circulating tumor cells through an adenovirus-based reporter vector. Prostate 2014; 74:1286-1296. [PMID: 25065656 PMCID: PMC4130793 DOI: 10.1002/pros.22845] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2014] [Accepted: 06/04/2014] [Indexed: 12/31/2022]
Abstract
BACKGROUND Circulating tumor cells (CTCs) hold great promise as biomarkers and are a direct source of tumor cells through a simple blood draw. However, CTCs are rare and their detection requires sensitive and specific methods to overcome the overwhelming hematocyte population. Therefore, CTC detection remains technically challenging. METHODS An assay was developed for detecting viable and tissue-specific CTCs using a tropism-enhanced and conditionally replicating reporter adenovirus (CTC-RV). Adenoviral replication was made prostate-specific by placing the E1A gene under the control of the probasin promoter and prostate-specific antigen enhancer (PSE-PBN). Viral tropism was expanded through capsid-displayed integrin targeting peptides. A secreted reporter, humanized Metridia Luciferase (hMLuc), was engineered for expression during the major late phase of viral replication. The assay involves red blood cell lysis, cell collection, viral infection, and subsequent quantification of reporter activity from cellular media. Assay and reporter stability, cell specificity and sensitivity were evaluated in cell dilution models in human blood. RESULTS A conditionally replicating prostate-selective adenovirus reporter and CTC assay system were generated. The secreted reporter, MLuc, was found to be stable for at least 3 days under assay conditions. CTC detection, modeled by cell dilution in blood, was selective for androgen receptor positive prostate cancer (PCa) cells. Serial dilution demonstrated assay linearity and sensitivity to as few as three cells. Prostate cancer cell viability declined after several hours in anticoagulated blood at ambient temperatures. CONCLUSIONS Conditionally replicative adenoviral vectors and secreted reporters offer a functional method to detect viable CTCs with cell specificity and high sensitivity.
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Affiliation(s)
- Ping Wu
- The James Buchanan Brady Urological Institute and Department of Urology, The Johns Hopkins School of Medicine, 600 N Wolfe St, Baltimore, MD 21287
| | - Lori J Sokoll
- The James Buchanan Brady Urological Institute and Department of Urology, The Johns Hopkins School of Medicine, 600 N Wolfe St, Baltimore, MD 21287
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD 21231
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287
| | - Tarana A Kudrolli
- The James Buchanan Brady Urological Institute and Department of Urology, The Johns Hopkins School of Medicine, 600 N Wolfe St, Baltimore, MD 21287
| | - Wasim H Chowdhury
- The James Buchanan Brady Urological Institute and Department of Urology, The Johns Hopkins School of Medicine, 600 N Wolfe St, Baltimore, MD 21287
| | - Rong Ma
- The James Buchanan Brady Urological Institute and Department of Urology, The Johns Hopkins School of Medicine, 600 N Wolfe St, Baltimore, MD 21287
| | - Minzhi M Liu
- The James Buchanan Brady Urological Institute and Department of Urology, The Johns Hopkins School of Medicine, 600 N Wolfe St, Baltimore, MD 21287
| | - Ronald Rodriguez
- The James Buchanan Brady Urological Institute and Department of Urology, The Johns Hopkins School of Medicine, 600 N Wolfe St, Baltimore, MD 21287
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD 21231
| | - Shawn E Lupold
- The James Buchanan Brady Urological Institute and Department of Urology, The Johns Hopkins School of Medicine, 600 N Wolfe St, Baltimore, MD 21287
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD 21231
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