ABSTRACT
Although microRNAs (miRNAs) are important regulators of gene expression, the transcriptional regulation of miRNAs themselves is not well understood. We employed an integrative computational pipeline to dissect the transcription factors (TFs) responsible for altered miRNA expression in ovarian carcinoma. Using experimental data and computational predictions to define miRNA promoters across the human genome, we identified TFs with binding sites significantly overrepresented among miRNA genes overexpressed in ovarian carcinoma. This pipeline nominated TFs of the p53/p63/p73 family as candidate drivers of miRNA overexpression. Analysis of data from an independent set of 253 ovarian carcinomas in The Cancer Genome Atlas showed that p73 and p63 expression is significantly correlated with expression of miRNAs whose promoters contain p53/p63/p73 family binding sites. In experimental validation of specific miRNAs predicted by the analysis to be regulated by p73 and p63, we found that p53/p63/p73 family binding sites modulate promoter activity of miRNAs of the miR-200 family, which are known regulators of cancer stem cells and epithelial-mesenchymal transitions. Furthermore, in chromatin immunoprecipitation studies both p73 and p63 directly associated with the miR-200b/a/429 promoter. This study delineates an integrative approach that can be applied to discover transcriptional regulatory mechanisms in other biological settings where analogous genomic data are available.
Subject(s)
DNA-Binding Proteins/metabolism , Genomics/methods , MicroRNAs/genetics , Nuclear Proteins/metabolism , Transcription Factors/metabolism , Tumor Suppressor Proteins/metabolism , Binding Sites , Carcinoma/genetics , Carcinoma/metabolism , Cell Line, Tumor , Female , Genome, Human , Humans , MicroRNAs/biosynthesis , Molecular Sequence Annotation , Ovarian Neoplasms/genetics , Ovarian Neoplasms/metabolism , Promoter Regions, Genetic , Transcription Initiation Site , Transcriptional Activation , Tumor Protein p73ABSTRACT
Improved approaches for the detection of common epithelial malignancies are urgently needed to reduce the worldwide morbidity and mortality caused by cancer. MicroRNAs (miRNAs) are small ( approximately 22 nt) regulatory RNAs that are frequently dysregulated in cancer and have shown promise as tissue-based markers for cancer classification and prognostication. We show here that miRNAs are present in human plasma in a remarkably stable form that is protected from endogenous RNase activity. miRNAs originating from human prostate cancer xenografts enter the circulation, are readily measured in plasma, and can robustly distinguish xenografted mice from controls. This concept extends to cancer in humans, where serum levels of miR-141 (a miRNA expressed in prostate cancer) can distinguish patients with prostate cancer from healthy controls. Our results establish the measurement of tumor-derived miRNAs in serum or plasma as an important approach for the blood-based detection of human cancer.
Subject(s)
Biomarkers, Tumor/genetics , Gene Expression Regulation, Neoplastic , MicroRNAs/blood , MicroRNAs/genetics , Animals , Cloning, Molecular , Gene Expression Profiling , Humans , Male , Mice , Neoplasm Transplantation , Neoplasms/metabolism , Prostatic Neoplasms/blood , Prostatic Neoplasms/genetics , RNA, Neoplasm/blood , RNA, Neoplasm/metabolism , Ribonucleases/metabolism , Sensitivity and SpecificityABSTRACT
OBJECTIVE: Our objective was to characterize the expression and function of the miR-200 family of microRNAs (miRNA) in ovarian carcinogenesis. METHODS: We used qRT-PCR to examine expression of the miR-200 miRNA family and its predicted targets, the ZEB1 and ZEB2 transcriptional repressors, in primary cultures of normal cells from the surface of the ovary and in a panel of 70 ovarian cancer tissues and 15 ovarian cancer cell lines. We studied the mechanisms of regulation of miR-200 miRNAs and ZEB transcription factors in ovarian cells using 3' UTR luciferase reporters, promoter luciferase reporters and siRNAs. RESULTS: miR-200 family members are expressed at low or negligible levels in normal ovarian surface cells and substantially increase in expression in ovarian cancer, whereas expression of ZEB1 and ZEB2 shows the opposite pattern. There is reciprocal repression between miR-200 family members and ZEB transcription factors, creating a double negative regulatory feedback loop resembling that reported in other cancer cell types. In contrast to epithelial cells from other sites, expression levels of miR-200 miRNAs and ZEB1/2 in cells from the ovarian surface are more consistent with a mesenchymal cell phenotype, potentially reflecting the mesothelial origin of the ovarian surface. CONCLUSION: Analysis of ovarian cancer tissues suggests that ovarian surface cells acquire a more epithelial miR-200-ZEB1/2 phenotype as they undergo transformation, switching from a miR-200 familyLOW and ZEB1/2HIGH state to a miR-200 familyHIGH and ZEB1/2LOW phenotype. Collectively, our data support the mesothelial-to-epithelial (Meso-E-T) model for development of ovarian cancers that arise from ovarian surface cells, as has been proposed previously on the basis of studies of protein markers.
Subject(s)
Cell Transformation, Neoplastic/genetics , Homeodomain Proteins/biosynthesis , MicroRNAs/biosynthesis , Ovarian Neoplasms/genetics , Repressor Proteins/biosynthesis , Transcription Factors/biosynthesis , Cell Transformation, Neoplastic/metabolism , Cell Transformation, Neoplastic/pathology , Epithelial Cells/pathology , Epithelium/pathology , Female , Gene Expression Regulation, Neoplastic , Homeodomain Proteins/genetics , Humans , MicroRNAs/genetics , Ovarian Neoplasms/metabolism , Ovarian Neoplasms/pathology , Repressor Proteins/genetics , Reverse Transcriptase Polymerase Chain Reaction , Transcription Factors/genetics , Zinc Finger E-box Binding Homeobox 2 , Zinc Finger E-box-Binding Homeobox 1ABSTRACT
PURPOSE: Efforts to validate ovarian cancer early detection biomarkers with immunoassays are challenged by the limited specimen volumes available. We sought to develop a specimen-efficient assay to measure CA125 in serum, assess its reproducibility, validity, and performance, and test its potential for multiplexing and combining with human epididymis protein 4 (HE4), a promising novel ovarian cancer marker. EXPERIMENTAL DESIGN: Four pairs of commercially available anti-CA125 antibodies and one pair of anti-HE4 antibodies were evaluated for accuracy in measuring known concentrations of antigen on a bead-based platform. The two best pairs were further assessed for reproducibility, validity, and the ability to discriminate between blinded serum samples obtained from ovarian cancer cases (n = 66) and women without ovarian cancer (n = 125). RESULTS: Suitability for use in a bead-based assay varied across CA125 antibody pairs. Two CA125 bead-based assays were highly reproducible (overall correlations between replicates >/= 0.95; coefficients of variation < 0.2) and strongly correlated with the research standard CA125II RIA (correlations >/= 0.9). Their ability to distinguish ovarian cancer cases from non-cases based on receiver operating characteristic analyses (area under the curve, AUC, of 0.85 and 0.84) was close to that of the CA125II RIA (AUC, 0.87). The HE4 bead-based assay showed lower reproducibility but yielded an AUC of 0.89 in receiver operating characteristics analysis. Multiplexing was not possible but a composite marker including CA125 and HE4 achieved an AUC of 0.91. CONCLUSION: Optimization procedures yielded two bead-based assays for CA125 that perform comparably to the standard CA125II RIA, which could be combined with an HE4 bead-based assay to improve diagnostic performance, and requires only 15 muL of sample each.
Subject(s)
Biomarkers, Tumor/blood , CA-125 Antigen/blood , Enzyme-Linked Immunosorbent Assay/methods , Epididymal Secretory Proteins/analysis , Ovarian Neoplasms/diagnosis , Adult , Aged , Aged, 80 and over , Female , Humans , Middle Aged , Ovarian Neoplasms/blood , Predictive Value of Tests , ROC Curve , Sensitivity and Specificity , beta-DefensinsABSTRACT
Infiltrating T lymphocytes are frequently found in malignant tumors and are suggestive of a host cancer immune response. Multiple independent studies have documented that the presence and quantity of tumor-infiltrating lymphocytes (TILs) are strongly correlated with increased survival. However, because of methodological factors, the exact effect of TILs on prognosis has remained enigmatic, and inclusion of TILs in standard prognostic panels has been limited. For example, some reports enumerate all CD3(+) cells, some count only cytotoxic CD8(+) T cells, and the criteria used to score tumors as TIL-positive or TIL-negative are inconsistent among studies. To address this limitation, we introduce a robust digital DNA-based assay, termed QuanTILfy, to count TILs and assess T cell clonality in tissue samples, including tumors. We demonstrate the clonal specificity of this approach by the diagnosis of T cell acute lymphoblastic leukemia and the accurate, sensitive, and highly reproducible measurement of TILs in primary and metastatic ovarian cancer. Our experiments demonstrate an association between higher TIL counts and improved survival among women with ovarian cancer, and are consistent with previous observations that the immune response against ovarian cancer is a meaningful and independent prognostic factor. Surprisingly, the TIL repertoire is diverse for all tumors in the study with no notable oligoclonal expansions. Furthermore, because variability in the measurement and characterization of TILs has limited their clinical utility as biomarkers, these results highlight the significant translational potential of a robust, standardizable DNA-based assay to assess TILs in a variety of cancer types.
Subject(s)
Biomarkers, Tumor/genetics , Genomics , Immunity, Cellular/genetics , Lymphocytes, Tumor-Infiltrating/immunology , Ovarian Neoplasms/genetics , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/genetics , Case-Control Studies , Cell Lineage , Clone Cells , Female , Gene Expression Regulation, Neoplastic , Genomics/methods , Humans , Lymphocyte Count , Ovarian Neoplasms/immunology , Ovarian Neoplasms/mortality , Ovarian Neoplasms/pathology , Polymerase Chain Reaction , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/immunology , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/pathology , Predictive Value of Tests , Prognosis , Survival AnalysisABSTRACT
In screening for epithelial ovarian cancer, unnecessary surgery can be reduced by limiting use of transvaginal ultrasound (TVU) to women with increasing CA125 serum levels. Replacing or augmenting TVU with measurement of a serum marker specific for malignancy might further improve screening performance. Serum samples from 112 invasive ovarian cancer patients and 706 matched control subjects from the Prostate, Lung, Colorectal, and Ovarian trial were used to evaluate human epididymis protein 4 (HE4), mesothelin, matrix metalloproteinase 7 (MMP7), SLPI, Spondin2, and insulin-like growth factor binding protein 2 (IGFBP2) for their potential use in screening. TVU results were available for a subset of 84 patients and 516 control subjects used to compare the best marker with TVU. HE4 was found to perform better than TVU as a second-line screen, confirming 27 of 39 cancers with increasing CA125 serum levels compared with 17 cancers confirmed by TVU (P = .03). Serum HE4 levels were found to increase with age and smoking status, suggesting that a longitudinal algorithm might improve its performance.
Subject(s)
Biomarkers, Tumor/blood , Carcinoma/diagnosis , Epididymal Secretory Proteins/metabolism , Mass Screening/methods , Ovarian Neoplasms/diagnosis , Adult , Aged , Aging/blood , CA-125 Antigen/blood , Carcinoma/blood , Carcinoma/diagnostic imaging , Case-Control Studies , Female , Humans , Middle Aged , Ovarian Neoplasms/blood , Ovarian Neoplasms/diagnostic imaging , Predictive Value of Tests , Retrospective Studies , Sensitivity and Specificity , Smoking/blood , Ultrasonography/methods , Vagina , beta-DefensinsABSTRACT
BACKGROUND: Elucidation of the repertoire of secreted and cell surface proteins of tumor cells is relevant to molecular diagnostics, tumor imaging and targeted therapies. We have characterized the cell surface proteome and the proteins released into the extra-cellular milieu of three ovarian cancer cell lines, CaOV3, OVCAR3 and ES2 and of ovarian tumor cells enriched from ascites fluid. METHODOLOGY AND FINDINGS: To differentiate proteins released into the media from protein constituents of media utilized for culture, cells were grown in the presence of [(13)C]-labeled lysine. A biotinylation-based approach was used to capture cell surface associated proteins. Our general experimental strategy consisted of fractionation of proteins from individual compartments followed by proteolytic digestion and LC-MS/MS analysis. In total, some 6,400 proteins were identified with high confidence across all specimens and fractions. CONCLUSIONS AND SIGNIFICANCE: Protein profiles of the cell lines had substantial similarity to the profiles of human ovarian cancer cells from ascites fluid and included protein markers known to be associated with ovarian cancer. Proteomic analysis indicated extensive shedding from extra-cellular domains of proteins expressed on the cell surface, and remarkably high secretion rates for some proteins (nanograms per million cells per hour). Cell surface and secreted proteins identified by in-depth proteomic profiling of ovarian cancer cells may provide new targets for diagnosis and therapy.
Subject(s)
Neoplasm Proteins/metabolism , Ovarian Neoplasms/metabolism , Proteomics , Cell Line, Tumor , Chromatography, Liquid , Extracellular Space/metabolism , Female , Humans , Tandem Mass SpectrometryABSTRACT
Hereditary neuralgic amyotrophy (HNA) is an autosomal dominant disorder that is associated with episodic recurrent brachial plexus neuropathy. A mutation for HNA maps to chromosome 17q25. To refine the HNA locus further, we carried out genetic linkage studies in seven pedigrees with a high density set of DNA markers from chromosome 17q25. All pedigrees demonstrated linkage to chromosome 17q25, and an analysis of recombinant events placed the HNA locus within an interval of approximately 1 Mb flanked by markers D17S722 and D17S802. In order to test the power of linkage disequilibrium mapping, we compared genotypes of 12 markers from seven pedigrees that were from the United States and that showed linkage to chromosome 17q25. The haplotypes identified a founder effect in six of the seven pedigrees with a minimal shared haplotype that further refines the HNA locus to an interval of approximately 500 kb. These findings suggest that, for the pedigrees from the United States, there are at least two different mutations in the HNA gene.