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1.
Clin Cancer Res ; 23(7): 1722-1732, 2017 04 01.
Article in English | MEDLINE | ID: mdl-27702818

ABSTRACT

Purpose: Recent studies demonstrate that prostate cancer clones from different metastatic sites are dynamically represented in the blood of patients over time, suggesting that the paired evaluation of tumor cells in circulation and bone marrow, the primary target for prostate cancer metastasis, may provide complementary information.Experimental Design: We adapted our single-cell high-content liquid biopsy platform to bone marrow aspirates (BMA) to concurrently identify and characterize prostate cancer cells in patients' blood and bone and thus discern features associated to tumorigenicity and dynamics of metastatic progression.Results: The incidence of tumor cells in BMAs increased as the disease advanced: 0% in biochemically recurrent (n = 52), 26% in newly diagnosed metastatic hormone-naïve (n = 26), and 39% in metastatic castration-resistant prostate cancer (mCRPC; n = 63) patients, and their number was often higher than in paired blood. Tumor cell detection in metastatic patients' BMAs was concordant but 45% more sensitive than using traditional histopathologic interpretation of core bone marrow biopsies. Tumor cell clusters were more prevalent and bigger in BMAs than in blood, expressed higher levels of the androgen receptor protein per tumor cell, and were prognostic in mCRPC. Moreover, the patterns of genomic copy number variation in single tumor cells in paired blood and BMAs showed significant inter- and intrapatient heterogeneity.Conclusions: Paired analysis of single prostate cancer cells in blood and bone shows promise for clinical application and provides complementary information. The high prevalence and prognostic significance of tumor cell clusters, particularly in BMAs, suggest that these structures are key mediators of prostate cancer's metastatic progression. Clin Cancer Res; 23(7); 1722-32. ©2016 AACR.


Subject(s)
Bone Marrow Cells/pathology , Prognosis , Prostatic Neoplasms, Castration-Resistant/blood , Receptors, Androgen/blood , Adult , Aged , Aged, 80 and over , Biopsy , Disease-Free Survival , Gene Expression Regulation, Neoplastic , Humans , Male , Middle Aged , Neoplasm Metastasis , Neoplastic Cells, Circulating/pathology , Prostatic Neoplasms, Castration-Resistant/pathology , Single-Cell Analysis
2.
Phys Biol ; 12(1): 016008, 2015 Jan 09.
Article in English | MEDLINE | ID: mdl-25574741

ABSTRACT

Purpose. Circulating melanoma cells (CMCs) constitute a potentially important representation of time-resolved tumor biology in patients. To date, genomic characterization of CMCs has been limited due to the lack of a robust methodology capable of identifying them in a format suitable for downstream characterization. Here, we have developed a methodology to detect intact CMCs that enables phenotypic, morphometric and genomic analysis at the single cell level. Experimental design. Blood samples from 40 metastatic melanoma patients and 10 normal blood donors were prospectively collected. A panel of 7 chondroitin sulfate proteoglycan 4 (CSPG4)-specific monoclonal antibodies (mAbs) was used to immunocytochemically label CMCs. Detection was performed by automated digital fluorescence microscopy and multi-parametric computational analysis. Individual CMCs were captured by micromanipulation for whole genome amplification and copy number variation (CNV) analysis. Results. Based on CSPG4 expression and nuclear size, 1-250 CMCs were detected in 22 (55%) of 40 metastatic melanoma patients (0.5-371.5 CMCs ml(-1)). Morphometric analysis revealed that CMCs have a broad spectrum of morphologies and sizes but exhibit a relatively homogeneous nuclear size that was on average 1.5-fold larger than that of surrounding PBMCs. CNV analysis of single CMCs identified deletions of CDKN2A and PTEN, and amplification(s) of TERT, BRAF, KRAS and MDM2. Furthermore, novel chromosomal amplifications in chr12, 17 and 19 were also found. Conclusions. Our findings show that CSPG4 expressing CMCs can be found in the majority of advanced melanoma patients. High content analysis of this cell population may contribute to the design of effective personalized therapies in patients with melanoma.


Subject(s)
Genome, Human/genetics , Melanoma/genetics , Melanoma/pathology , Neoplastic Cells, Circulating/pathology , Aged , Aged, 80 and over , Cell Line, Tumor , Female , Genomics , Humans , Male , Middle Aged , Neoplasm Staging
3.
J Thorac Oncol ; 9(8): 1111-9, 2014 Aug.
Article in English | MEDLINE | ID: mdl-25157764

ABSTRACT

INTRODUCTION: Circulating tumor microemboli (CTM) are potentially important cancer biomarkers, but using them for cancer detection in early-stage disease has been assay limited. We examined CTM test performance using a sensitive detection platform to identify stage I non-small-cell lung cancer (NSCLC) patients undergoing imaging evaluation. METHODS: First, we prospectively enrolled patients during 18F-FDG PET-CT imaging evaluation for lung cancer that underwent routine phlebotomy where CTM and circulating tumor cells (CTCs) were identified in blood using nuclear (DAPI), cytokeratin (CK), and CD45 immune-fluorescent antibodies followed by morphologic identification. Second, CTM and CTC data were integrated with patient (age, gender, smoking, and cancer history) and imaging (tumor diameter, location in lung, and maximum standard uptake value [SUVmax]) data to develop and test multiple logistic regression models using a case-control design in a training and test cohort followed by cross-validation in the entire group. RESULTS: We examined 104 patients with NSCLC, and the subgroup of 80 with stage I disease, and compared them to 25 patients with benign disease. Clinical and imaging data alone were moderately discriminating for all comers (Area under the Curve [AUC] = 0.77) and by stage I disease only (AUC = 0.77). However, the presence of CTM combined with clinical and imaging data was significantly discriminating for diagnostic accuracy in all NSCLC patients (AUC = 0.88, p value = 0.001) and for stage I patients alone (AUC = 0.87, p value = 0.002). CONCLUSION: CTM may add utility for lung cancer diagnosis during imaging evaluation using a sensitive detection platform.


Subject(s)
Biomarkers, Tumor , Carcinoma, Non-Small-Cell Lung/diagnosis , Embolism/pathology , Lung Neoplasms/diagnosis , Neoplastic Cells, Circulating/pathology , Aged , Aged, 80 and over , Area Under Curve , Female , Fluorodeoxyglucose F18 , Humans , Indoles/analysis , Keratins/analysis , Leukocyte Common Antigens/analysis , Male , Middle Aged , Multimodal Imaging , Neoplasm Staging , Neoplastic Cells, Circulating/chemistry , Positron-Emission Tomography , Prospective Studies , Radiopharmaceuticals , Risk Assessment , Tomography, X-Ray Computed , Tumor Burden
4.
Phys Biol ; 11(1): 016002, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24406475

ABSTRACT

Elevated levels of circulating endothelial cells (CECs) occur in response to various pathological conditions including myocardial infarction (MI). Here, we adapted a fluid phase biopsy technology platform that successfully detects circulating tumor cells in the blood of cancer patients (HD-CTC assay), to create a high-definition circulating endothelial cell (HD-CEC) assay for the detection and characterization of CECs. Peripheral blood samples were collected from 79 MI patients, 25 healthy controls and six patients undergoing vascular surgery (VS). CECs were defined by positive staining for DAPI, CD146 and von Willebrand Factor and negative staining for CD45. In addition, CECs exhibited distinct morphological features that enable differentiation from surrounding white blood cells. CECs were found both as individual cells and as aggregates. CEC numbers were higher in MI patients compared with healthy controls. VS patients had lower CEC counts when compared with MI patients but were not different from healthy controls. Both HD-CEC and CellSearch® assays could discriminate MI patients from healthy controls with comparable accuracy but the HD-CEC assay exhibited higher specificity while maintaining high sensitivity. Our HD-CEC assay may be used as a robust diagnostic biomarker in MI patients.


Subject(s)
Biopsy/methods , Endothelial Cells/pathology , Myocardial Infarction/blood , Myocardial Infarction/pathology , Cell Count , Humans , Myocardial Infarction/diagnosis , Sensitivity and Specificity
5.
PLoS One ; 8(7): e67733, 2013.
Article in English | MEDLINE | ID: mdl-23861795

ABSTRACT

INTRODUCTION: We investigated the relationship of circulating tumor cells (CTCs) in non-small cell lung cancer (NSCLC) with tumor glucose metabolism as defined by (18)F-fluorodeoxyglucose (FDG) uptake since both have been associated with patient prognosis. MATERIALS & METHODS: We performed a retrospective screen of patients at four medical centers who underwent FDG PET-CT imaging and phlebotomy prior to a therapeutic intervention for NSCLC. We used an Epithelial Cell Adhesion Molecule (EpCAM) independent fluid biopsy based on cell morphology for CTC detection and enumeration (defined here as High Definition CTCs or "HD-CTCs"). We then correlated HD-CTCs with quantitative FDG uptake image data calibrated across centers in a cross-sectional analysis. RESULTS: We assessed seventy-one NSCLC patients whose median tumor size was 2.8 cm (interquartile range, IQR, 2.0-3.6) and median maximum standardized uptake value (SUVmax) was 7.2 (IQR 3.7-15.5). More than 2 HD-CTCs were detected in 63% of patients, whether across all stages (45 of 71) or in stage I disease (27 of 43). HD-CTCs were weakly correlated with partial volume corrected tumor SUVmax (r = 0.27, p-value = 0.03) and not correlated with tumor diameter (r = 0.07; p-value = 0.60). For a given partial volume corrected SUVmax or tumor diameter there was a wide range of detected HD-CTCs in circulation for both early and late stage disease. CONCLUSIONS: CTCs are detected frequently in early-stage NSCLC using a non-EpCAM mediated approach with a wide range noted for a given level of FDG uptake or tumor size. Integrating potentially complementary biomarkers like these with traditional patient data may eventually enhance our understanding of clinical, in vivo tumor biology in the early stages of this deadly disease.


Subject(s)
Carcinoma, Non-Small-Cell Lung/diagnosis , Fluorodeoxyglucose F18 , Lung Neoplasms/diagnosis , Neoplastic Cells, Circulating/pathology , Positron-Emission Tomography , Tomography, X-Ray Computed , Aged , Aged, 80 and over , Antigens, Surface/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Cross-Sectional Studies , Female , Humans , Immunophenotyping , Lung Neoplasms/pathology , Male , Middle Aged , Neoplasm Staging , Neoplastic Cells, Circulating/metabolism , Retrospective Studies , Tumor Burden
6.
Phys Biol ; 9(1): 016002, 2012 Feb.
Article in English | MEDLINE | ID: mdl-22306736

ABSTRACT

Many important experiments in cancer research are initiated with cell line data analysis due to the ease of accessibility and utilization. Recently, the ability to capture and characterize circulating tumor cells (CTCs) has become more prevalent in the research setting. This ability to detect, isolate and analyze CTCs allows us to directly compare specific protein expression levels found in patient CTCs to cell lines. In this study, we use immunocytochemistry to compare the protein expression levels of total cytokeratin (CK) and androgen receptor (AR) in CTCs and cell lines from patients with prostate cancer to determine what translational insights might be gained through the use of cell line data. A non-enrichment CTC detection assay enables us to compare cytometric features and relative expression levels of CK and AR by indirect immunofluorescence from prostate cancer patients against the prostate cancer cell line LNCaP. We measured physical characteristics of these two groups and observed significant differences in cell size, fluorescence intensity and nuclear to cytoplasmic ratio. We hope that these experiments will initiate a foundation to allow cell line data to be compared against characteristics of primary cells from patients.


Subject(s)
Cell Line, Tumor , Neoplastic Cells, Circulating/metabolism , Prostatic Neoplasms/pathology , Adult , Fluorescent Antibody Technique, Indirect , Humans , Indoles/chemistry , Keratins/metabolism , Leukocyte Common Antigens/metabolism , Male , Neoplastic Cells, Circulating/pathology , Prostatic Neoplasms/metabolism , Receptors, Androgen/metabolism
7.
Phys Biol ; 9(1): 016003, 2012 Feb.
Article in English | MEDLINE | ID: mdl-22306768

ABSTRACT

Hematologic spread of carcinoma results in incurable metastasis; yet, the basic characteristics and travel mechanisms of cancer cells in the bloodstream are unknown. We have established a fluid phase biopsy approach that identifies circulating tumor cells (CTCs) without using surface protein-based enrichment and presents them in sufficiently high definition (HD) to satisfy diagnostic pathology image quality requirements. This 'HD-CTC' assay finds >5 HD-CTCs mL(-1) of blood in 80% of patients with metastatic prostate cancer (n = 20), in 70% of patients with metastatic breast cancer (n = 30), in 50% of patients with metastatic pancreatic cancer (n = 18), and in 0% of normal controls (n = 15). Additionally, it finds HD-CTC clusters ranging from 2 HD-CTCs to greater than 30 HD-CTCs in the majority of these cancer patients. This initial validation of an enrichment-free assay demonstrates our ability to identify significant numbers of HD-CTCs in a majority of patients with prostate, breast and pancreatic cancers.


Subject(s)
Biopsy/methods , Breast Neoplasms/pathology , Neoplastic Cells, Circulating/pathology , Pancreatic Neoplasms/pathology , Prostatic Neoplasms/pathology , Adult , Female , Humans , Image Interpretation, Computer-Assisted , Keratins/metabolism , Male , Middle Aged , Sensitivity and Specificity , Young Adult
8.
Phys Biol ; 9(1): 016004, 2012 Feb.
Article in English | MEDLINE | ID: mdl-22306961

ABSTRACT

Sampling circulating tumor cells (CTCs) from peripheral blood is ideally accomplished using assays that detect high numbers of cells and preserve them for downstream characterization. We sought to evaluate a method using enrichment free fluorescent labeling of CTCs followed by automated digital microscopy in patients with non-small cell lung cancer. Twenty-eight patients with non-small cell lung cancer and hematogenously seeded metastasis were analyzed with multiple blood draws. We detected CTCs in 68% of analyzed samples and found a propensity for increased CTC detection as the disease progressed in individual patients. CTCs were present at a median concentration of 1.6 CTCs ml⁻¹ of analyzed blood in the patient population. Higher numbers of detected CTCs were associated with an unfavorable prognosis.


Subject(s)
Carcinoma, Non-Small-Cell Lung/diagnosis , Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/pathology , Neoplastic Cells, Circulating/pathology , Adult , Aged , Biopsy , Carcinoma, Non-Small-Cell Lung/blood , Cell Separation , Disease Progression , Female , Fluorescent Antibody Technique , Humans , Image Interpretation, Computer-Assisted , Longitudinal Studies , Lung Neoplasms/blood , Lung Neoplasms/diagnosis , Male , Microscopy , Middle Aged , Neoplasm Seeding , Neoplastic Cells, Circulating/metabolism , Prognosis
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