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Abstract
Advances in tumor immunology are supporting the clinical implementation of several immunological approaches to cancer in the clinical setting. However, the alternate success of current immunotherapeutic regimens underscores the fact that the molecular mechanisms underlying immune-mediated tumor rejection are still poorly understood. Given the complexity of the immune system network and the multidimensionality of tumor/host interactions, the comprehension of tumor immunology might greatly benefit from high-throughput microarray analysis, which can portrait the molecular kinetics of immune response on a genome-wide scale, thus accelerating the discovery pace and ultimately catalyzing the development of new hypotheses in cell biology. Although in its infancy, the implementation of microarray technology in tumor immunology studies has already provided investigators with novel data and intriguing new hypotheses on the molecular cascade leading to an effective immune response against cancer. Although the general principles of microarray-based gene profiling have rapidly spread in the scientific community, the need for mastering this technique to produce meaningful data and correctly interpret the enormous output of information generated by this technology is critical and represents a tremendous challenge for investigators, as outlined in the first section of this book. In the present Chapter, we report on some of the most significant results obtained with the application of DNA microarray in this oncology field.
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Affiliation(s)
- Simone Mocellin
- Clinica Chirurgica II, Dipartimento di Scienze Oncologiche e Chirurgiche, University of Padova, Via Giustiniani 2, Italy.
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152
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Dalgin GS, Holloway DT, Liou LS, DeLisi C. Identification and characterization of renal cell carcinoma gene markers. Cancer Inform 2007; 3:65-92. [PMID: 19455236 PMCID: PMC2675843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Microarray gene expression profiling has been used to distinguish histological subtypes of renal cell carcinoma (RCC), and consequently to identify specific tumor markers. The analytical procedures currently in use find sets of genes whose average differential expression across the two categories differ significantly. In general each of the markers thus identified does not distinguish tumor from normal with 100% accuracy, although the group as a whole might be able to do so. For the purpose of developing a widely used economically viable diagnostic signature, however, large groups of genes are not likely to be useful. Here we use two different methods, one a support vector machine variant, and the other an exhaustive search, to reanalyze data previously generated in our Lab (Lenburg et al. 2003). We identify 158 genes, each having an expression level that is higher (lower) in every tumor sample than in any normal sample, and each having a minimum differential expression across the two categories at a significance of 0.01. The set is highly enriched in cancer related genes (p = 1.6 x 10⁻¹²), containing 43 genes previously associated with either RCC or other types of cancer. Many of the biomarkers appear to be associated with the central alterations known to be required for cancer transformation. These include the oncogenes JAZF1, AXL, ABL2; tumor suppressors RASD1, PTPRO, TFAP2A, CDKN1C; and genes involved in proteolysis or cell-adhesion such as WASF2, and PAPPA.
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Affiliation(s)
- Gul S. Dalgin
- Molecular Biology, Cell Biology and Biochemistry Program, Boston University, 2 Cummington Street, Boston, MA 02215, U.S.A
| | - Dustin T. Holloway
- Molecular Biology, Cell Biology and Biochemistry Program, Boston University, 2 Cummington Street, Boston, MA 02215, U.S.A
| | - Louis S. Liou
- Department of Urology, Boston University School of Medicine, 715 Albany Street, Boston, MA 02118, U.S.A
| | - Charles DeLisi
- Biomedical Engineering, Boston University, 24 Cummington Street, Boston, MA 02215, U.S.A
- Bioinformatics and Systems Biology, Boston University, 24 Cummington Street, Boston, MA 02215, U.S.A
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153
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Young A, Amin M, Petros J, Natan M, Nie S, Wang M. Nanomolecular histopathology for renal tumor classification. CONFERENCE PROCEEDINGS : ... ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL CONFERENCE 2007; 2006:723-6. [PMID: 17282285 DOI: 10.1109/iembs.2005.1616516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Renal tumors are classified into histopathologic subtypes based on light microscopy. Classification is important because subtypes have distinct genetic abnormalities and clinical behavior, yet is difficult because many cases have heterogeneous morphology. Thus, several molecular assays have been developed for tumor classification. Immunohistochemistry (IHC) permits correlation of molecular data with tissue morphology, but is difficult to quantify or perform in multiplex. Quantitative RT-PCR and gene expression microarrays are more quantitative, but lose morphologic information. We hypothesize that direct integration of histopathology with nanomolecular expression profiling will provide sensitive and specific data for renal tumor classification. Thus, we are developing novel IHC assays using antibodies conjugated to nanoparticle tags with surface-enhanced Raman scattering properties (SERS). Our preliminary data suggests that SERS-IHC can be performed using standard microscopic equipment, with potential for sensitive, quantitative multiplex assays on fixed tissues.
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Affiliation(s)
- Andrew Young
- Emory University and the Atlanta VA Medical Center, Decatur, GA 30033 USA (phone: 404-321-6111 ext 3441; fax: 404-235-3007; e-mail: )
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154
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Teratani T, Domoto T, Kuriki K, Kageyama T, Takayama T, Ishikawa A, Ozono S, Nozawa R. Detection of Transcript for Brain-Type Fatty Acid-Binding Protein in Tumor and Urine of Patients with Renal Cell Carcinoma. Urology 2007; 69:236-40. [PMID: 17320655 DOI: 10.1016/j.urology.2006.09.060] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2006] [Revised: 08/03/2006] [Accepted: 09/28/2006] [Indexed: 12/14/2022]
Abstract
OBJECTIVES To clarify the gene expression patterns of fatty acid-binding protein (FABP) and evaluate it as a potential marker for the diagnosis of renal cell carcinoma (RCC). RCC is the most common renal neoplasm. METHODS The expression of eight FABP genes in normal human tissues, tumor cell lines, and surgically resected RCC tissues (n = 54) was evaluated by reverse transcriptase-polymerase chain reaction. Additionally, the gene expression of FABPs in the urine of healthy volunteers (n = 12) and patients with RCC (n = 5) was investigated. RESULTS In these results, the carcinoma tissues but not the noncancerous (normal) parts of the kidney samples resected from patients with RCC expressed the transcript for brain-type FABP (B-FABP), indicating that expression of the B-FABP gene is a novel marker for RCC. Furthermore, the B-FABP cDNA fragment was not amplified by reverse transcriptase-polymerase chain reaction in the urine samples of healthy donors or patients with RCC after surgical operation. However, B-FABP cDNA was amplified in the patients' urine samples collected before surgery. CONCLUSIONS This novel method can be used as a powerful ancillary in the diagnosis of RCC.
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Affiliation(s)
- Takumi Teratani
- Laboratory of Host Defenses, University of Shizuoka Graduate School of Health Science, Suruga-ku, Shizuoka, Japan
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155
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Abstract
Dendritic cell (DC) vaccines are an important experimental immunotherapy for renal cell carcinomas. DC vaccines have proven safe, but only minimal clinical efficacy has been observed to date. DC vaccine strategies reflect the continually evolving understanding of DC biology. The use of mature DCs is particularly important to avoid the induction of regulatory T cells. Better defined sources of immunizing antigens and more efficient antigen-loading will contribute to DC vaccines of better quality. Improved clinical efficacy may also be achieved using DCs that secrete biologically active IL-12, which fosters innate immunity and polarizes T helper type 1 responses that contribute to optimal antitumor immunity. Furthermore, combination therapies that treat systemic immune suppression will be crucial for obtaining improved clinical responses to DC vaccines in patients with advanced disease.
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Affiliation(s)
- Dolores J Schendel
- GSF National Research Center for Environment and Health, Institute of Molecular Immunology and the Clinical Cooperation Group Immune Monitoring, Marchioninistrasse 25, 81377 Munich, Germany.
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156
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Hotakainen K, Lintula S, Ljungberg B, Finne P, Paju A, Stenman UH, Stenman J. Expression of human chorionic gonadotropin beta-subunit type I genes predicts adverse outcome in renal cell carcinoma. J Mol Diagn 2007; 8:598-603. [PMID: 17065429 PMCID: PMC1876172 DOI: 10.2353/jmoldx.2006.060076] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Expression of the free beta-subunit of human chorionic gonadotropin (hCGbeta) in malignant tumors is frequently associated with aggressive disease. The pretreatment serum concentration of hCGbeta is an independent prognostic variable in renal cell carcinoma (RCC). The three so-called type II genes (hCGbeta 3/9, 5, and 8) have been shown to be up-regulated in relation to type I genes (hCGbeta 6/7) in some malignant tumors. We developed a reverse transcription-polymerase chain reaction method for quantification of relative levels of the mRNAs for the two types of hCGbeta genes and studied the association between the expression in RCC tissue (n = 104) and clinical outcome. hCGbeta mRNA expression was detected in 40% (42 of 104) of the tumors, and in 40 of these (93%), this consisted of hCGbeta type I mRNA only, whereas type II hCGbeta mRNA was detected in two samples. hCGbeta mRNA expression was significantly associated with a shorter disease-specific (log-rank P = 0.023; median survival 1.4 versus 7.9 years) and overall survival (log-rank P = 0.011). In a Cox regression model, stage (P < 0.0001) and hCGbeta mRNA expression (P < 0.0001) were independent prognostic variables. We conclude that expression of type I hCGbeta genes indicates adverse prognosis in RCC.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Biomarkers, Tumor/analysis
- Carcinoma, Renal Cell/diagnosis
- Carcinoma, Renal Cell/metabolism
- Chorionic Gonadotropin, beta Subunit, Human/genetics
- Chorionic Gonadotropin, beta Subunit, Human/metabolism
- Female
- Humans
- Kidney Neoplasms/diagnosis
- Kidney Neoplasms/metabolism
- Male
- Middle Aged
- Neoplasm Staging
- Polymerase Chain Reaction/methods
- Prognosis
- RNA, Messenger/metabolism
- RNA, Neoplasm/metabolism
- Reproducibility of Results
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Affiliation(s)
- Kristina Hotakainen
- Helsinki University Central Hospital/Biomedicum Helsinki, Room A418a, Haartmaninkatu 8, P.O.B. 700, FIN-00029.
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157
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Payne SL, Hendrix MJC, Kirschmann DA. Paradoxical roles for lysyl oxidases in cancer—A prospect. J Cell Biochem 2007; 101:1338-54. [PMID: 17471532 DOI: 10.1002/jcb.21371] [Citation(s) in RCA: 179] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Lysyl oxidase (LOX) is an extracellular matrix (ECM) enzyme that catalyzes the cross-linking of collagens or elastin in the extracellular compartment, thereby regulating the tensile strength of tissues. However, recent reports have demonstrated novel roles for LOX, including the ability to regulate gene transcription, motility/migration, and cell adhesion. These diverse functions have led researchers to hypothesize that LOX may have multiple roles affecting both extra- and intracellular cell function(s). Particularly noteworthy is aberrant LOX expression and activity that have been observed in various cancerous tissues and neoplastic cell lines. Both down and upregulation of LOX in tumor tissues and cancer cell lines have been described, suggesting a dual role for LOX as a tumor suppressor, as well as a metastasis promoter gene--creating a conundrum within the LOX research field. Here, we review the body of evidence on LOX gene expression, regulation, and function(s) in various cancer cell types and tissues, as well as stromal-tumor cell interactions. Lastly, we will examine putative mechanisms in which LOX facilitates breast cancer invasion and metastasis. Taken together, the literature demonstrates the increasingly important role(s) that LOX may play in regulating tumor progression and the necessity to elucidate its myriad mechanisms of action in order to identify potentially novel therapeutics.
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Affiliation(s)
- Stacey L Payne
- Children's Memorial Research Center, Division of Cancer Biology and Epigenomics, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine at Northwestern University, Chicago, IL 60614, USA
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158
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Liu W, Tretiakova M, Kong J, Turkyilmaz M, Li YC, Krausz T. Expression of vitamin D3 receptor in kidney tumors. Hum Pathol 2006; 37:1268-78. [PMID: 16949927 DOI: 10.1016/j.humpath.2006.04.029] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2005] [Revised: 04/16/2006] [Accepted: 04/25/2006] [Indexed: 12/22/2022]
Abstract
The kidney is not only a primary vitamin D target organ but also is a key site of vitamin D metabolism. Recent studies have shown that vitamin D has important physiologic effects on proliferation and differentiation in a variety of benign and malignant cells. Our preliminary immunohistochemical study showed that vitamin D receptor (VDR) was highly expressed in renal distal tubules and collecting ducts, whereas the renal proximal tubules and glomeruli did not express VDR. These observations led us to study the expression of VDR in various kidney tumors to determine the possible diagnostic utility of VDR. Paraffin tissue microarray (TMA) blocks were constructed containing core cylinders from clear cell (52), papillary (35), chromophobe (20), sarcomatoid (20), and metastatic (59) renal cell carcinomas (RCCs). Oncocytomas (20), normal adult kidneys (12), and normal adult adrenals (6) were also included. In addition, 30 clear cell RCCs and 3 collecting duct carcinomas were also studied using conventional sections. Furthermore, VDR messenger RNA and protein expression was also quantified using real-time reverse transcriptase-polymerase chain reaction and Western blot analysis. Vitamin D receptor was strongly positive in collecting duct carcinomas (100% [3/3], cytoplasmic), papillary RCCs (94% [33/35], cytoplasmic), chromophobe RCCs (85% [17/20], membranous), and oncocytomas (90% [18/20], cytoplasmic with perinuclear accentuation). In contrast, VDR expression was focal/weak and present only in the peripheral regions of clear cell RCCs. Vitamin D receptor was weakly positive in sarcomatoid variant RCCs (88% [14/16]) regardless of the type of associated original RCC. Overall, VDR is a discriminative marker for renal cell tumors. The preferential expression of VDR in chromophobe RCCs, oncocytomas, and collecting duct carcinomas is in agreement with the concept that these tumors differentiate toward epithelium lining the distal convoluted tubules and collecting ducts. Considering the different VDR expression patterns, VDR is a useful ancillary tool in distinguishing chromophobe RCCs from oncocytomas. In addition, the focal and much weaker VDR expression in clear cell RCCs makes VDR valuable in distinguishing clear cell RCC from other types of RCCs.
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MESH Headings
- Adenoma, Oxyphilic/metabolism
- Adenoma, Oxyphilic/pathology
- Aged
- Aged, 80 and over
- Biomarkers, Tumor/metabolism
- Carcinoma, Renal Cell/metabolism
- Carcinoma, Renal Cell/secondary
- Carcinoma, Renal Cell/surgery
- Diagnosis, Differential
- Female
- Gene Expression
- Humans
- Immunoenzyme Techniques
- Kidney Neoplasms/metabolism
- Kidney Neoplasms/pathology
- Kidney Neoplasms/surgery
- Male
- Middle Aged
- RNA, Messenger/metabolism
- Receptors, Calcitriol/genetics
- Receptors, Calcitriol/metabolism
- Reverse Transcriptase Polymerase Chain Reaction
- Tissue Array Analysis
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Affiliation(s)
- Wenhua Liu
- Department of Pathology, The University of Chicago Hospitals, University of Chicago, 5841 S. Maryland Avenue, Chicago, IL 60637, USA
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159
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Dowling P, Meleady P, Dowd A, Henry M, Glynn S, Clynes M. Proteomic analysis of isolated membrane fractions from superinvasive cancer cells. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2006; 1774:93-101. [PMID: 17085086 DOI: 10.1016/j.bbapap.2006.09.014] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Received: 06/27/2006] [Revised: 08/04/2006] [Accepted: 09/18/2006] [Indexed: 10/24/2022]
Abstract
The superinvasive phenotype exhibited by paclitaxel-selected variants of an in vitro invasive clonal population of the human cancer cell line, MDA-MB-435S were examined using DIGE (Fluorescence 2-D Difference Gel Electrophoresis) and mass spectrometry. Isolation of membrane proteins from the MDA-MB-435S-F/Taxol-10p4p and parental populations was performed by temperature-dependent phase partitioning using the detergent Triton X-114. Subsequent DIGE-generated data analysed using Decyder software showed many differentially-expressed proteins in the membrane fraction. 16 proteins showing statistically significant upregulation in the superinvasive cells were identified by MALDI-ToF. Proteins upregulated in the superinvasive population include Galectin-3, Cofilin, ATP synthase beta subunit, voltage-dependent anion channel 1, voltage dependent anion channel 2, ER-60 protein, MHC class II antigen DR52, Beta actin, TOMM40 protein, Enolase 1, Prohibitin, Guanine nucleotide-binding protein, Annexin II, Heat shock 70 kDa protein, Stomatin-like protein 2 and Chaperonin. Many of these proteins are associated with inhibition of apoptosis, the progression of cancer, tumourigenicity, metastasis, actin remodelling at the leading edge of cells, polarized cell growth, endocytosis, phagocytosis, cellular activation, cytokinesis, and pathogen intracellular motility. These results suggest a correlation between the increased abundance of these proteins with the superinvasive phenotype of the paclitaxel-selected MDA-MB-435S-F/Taxol-10p4p population.
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Affiliation(s)
- Paul Dowling
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
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160
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Craven RA, Stanley AJ, Hanrahan S, Dods J, Unwin R, Totty N, Harnden P, Eardley I, Selby PJ, Banks RE. Proteomic analysis of primary cell lines identifies protein changes present in renal cell carcinoma. Proteomics 2006; 6:2853-64. [PMID: 16596713 DOI: 10.1002/pmic.200500549] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
New markers/targets for renal cell carcinoma (RCC) are needed to enable earlier detection and monitoring of disease and therapeutic targeting. To identify such molecules, normal and RCC-derived primary cell lines have been used as a simplified model system for studying changes that accompany tumorigenesis. Short-term cultures allow enrichment of relevant cell types from tissue samples, which is balanced against the potential for in vitro changes. Examination of 3 proteins with altered expression in RCC tissue showed the maintenance of normal-tumour differences in culture, although some changes were apparent, including alteration in the isoform of aldolase. Comparative analysis of primary cell lines by 2-DE found 43 proteins up-regulated and 29 down-regulated in at least three out of five tumour cell lines. Many of the observed changes have been previously reported in RCC, including up-regulation of several glycolytic enzymes, vimentin and heat shock protein 27, validating the approach. Additionally, several novel changes in protein expression were found, including up-regulation of several proteins involved in actin cytoskeleton organisation such as radixin and moesin, two members of the septin family, and the actin bundling protein, fascin. Validation studies using Western blotting and immunohistochemistry indicate that several of these molecules may be useful as markers for RCC.
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Affiliation(s)
- Rachel A Craven
- Cancer Research UK Clinical Centre, St. James's University Hospital, Leeds, UK
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161
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Lovisolo JAJ, Casati B, Clerici L, Marafante E, Bono AV, Celato N, Salvadore M. Gene expression profiling of renal cell carcinoma: a DNA macroarray analysis. BJU Int 2006; 98:205-16. [PMID: 16831170 DOI: 10.1111/j.1464-410x.2006.06209.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE To examine differences in gene expression levels between renal cell carcinoma (RCC) tissue and 'normal' appearing renal tissue using a commercially available DNA macroarray. MATERIALS AND METHODS Tissue was obtained from 47 consecutive radical nephrectomies, 29 of which were eligible. DNA macroarrays were analysed on the tumour and normal-appearing control tissue to measure the expression of 1185 cancer-related genes. The group of samples was also stratified according to the presence or absence of granular cells and according to tumour grade. Quantitative real-time polymerase-chain reaction (PCR) was also performed on seven key genes present on the macroarray. RESULTS In all, 444 genes were over-expressed and 33 genes were under-expressed. Using selection criteria reduced the list to nine that were significantly over-expressed and 23 that were under-expressed. These significant genes belonged to the families of oncogenes, growth factors, interleukins, receptors, immune system components, cytoskeleton, matrix proteins and intracellular modulators, or they coded for proteins involved in DNA transcription and RNA translation, DNA repair, protein turnover, and metabolism of carbohydrates and lipids. There were differences in gene expression according to the presence or absence of granular cells and according to tumour grade. Using quantitative real-time PCR there was over-expression of epidermal growth factor receptor, c-myc, transforming growth factor-alpha, vascular endothelial growth factor and vimentin, and under-expression of TYRO3 protein tyrosine kinase. The von Hippel-Lindau gene was under-expressed but not significantly. CONCLUSIONS A procedure for collecting and storing fresh renal tissue and subsequent gene expression profiling of RCC and normal renal tissue was established. A commercially available DNA macroarray coupled with the significance analysis of macroarrays allowed the identification of sets of differentially expressed cancer-related genes that were characteristic of RCC, compared with apparently normal renal tissue, and which distinguished among subgroups divided according to tumour grade and histological subtype. Quantitative PCR is important to validate the results of macroarray experiments.
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Affiliation(s)
- Jon A J Lovisolo
- Division of Urology, Ospedale Galmarini, Piazza Zanaboni, Tradate, Italy.
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162
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Skubitz KM, Zimmermann W, Zimmerman W, Kammerer R, Pambuccian S, Skubitz APN. Differential gene expression identifies subgroups of renal cell carcinoma. ACTA ACUST UNITED AC 2006; 147:250-67. [PMID: 16697773 DOI: 10.1016/j.lab.2006.04.001] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2005] [Revised: 11/09/2005] [Accepted: 12/20/2005] [Indexed: 11/28/2022]
Abstract
Clear cell carcinoma of the kidney, the most common subtype of renal cell cancer, displays different biological behavior in different patients. This heterogeneity cannot be recognized by light microscopy. In this study, gene expression in 16 clear cell renal cell carcinoma samples and 17 non-malignant tissue types comprising 539 samples was determined using oligonucleotide microarrays representing approximately 40,000 known genes and ESTs. Differences in gene expression were quantified as the fold change in gene expression between the various sets of samples. A set of genes was identified that was overexpressed in the renal cell carcinoma samples compared with the normal kidney samples. Principle component analysis of the set of renal cell carcinomas using this set of genes overexpressed in renal cell cancer revealed the existence of 2 major subgroups among the renal carcinomas. A series of principle component analyses of the set of renal cell carcinomas using different gene sets composed of genes involved in different metabolic pathways also revealed the same 2 major subgroups of the renal cell cancers. Eisen clustering using the same genes also revealed the same 2 major renal cell cancer subsets. Review of the pathology suggested that these 2 subgroups differed in pathologic grade. Genes differentially expressed between the 2 renal cell cancer subsets were identified. Examination of gene expression in each renal cell cancer subset and the pool of renal cell carcinoma samples compared with that in 17 different normal tissues revealed genes specifically overexpressed in renal cell cancer compared with these normal tissues. The authors conclude that gene expression patterns may be useful in helping to further classify subtypes of renal cell carcinoma that may have clinical significance. In addition, the genes identified as overexpressed in each set of clear cell renal cell carcinomas compared with normal tissues may represent useful targets for therapy.
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Affiliation(s)
- Keith M Skubitz
- Department of Medicine, University of Minnesota Medical School, Minneapolis, Minnesota 55455, USA.
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163
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Laurell H, Bouisson M, Berthelemy P, Rochaix P, Dejean S, Besse P, Susini C, Pradayrol L, Vaysse N, Buscail L. Identification of biomarkers of human pancreatic adenocarcinomas by expression profiling and validation with gene expression analysis in endoscopic ultrasound-guided fine needle aspiration samples. World J Gastroenterol 2006; 12:3344-51. [PMID: 16733850 PMCID: PMC4087864 DOI: 10.3748/wjg.v12.i21.3344] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
AIM: To compare gene expression profiles of pancreatic adenocarcinoma tissue specimens, human pancreatic and colon adenocarcinoma and leukemia cell lines and normal pancreas samples in order to distinguish differentially expressed genes and to validate the differential expression of a subset of genes by quantitative real-time RT-PCR (RT-QPCR) in endoscopic ultrasound-guided fine needle aspiration (EUS-guided FNA) specimens.
METHODS: Commercially dedicated cancer cDNA macroarrays (Atlas Human Cancer 1.2) containing 1176 genes were used. Different statistical approaches (hierarchical clustering, principal component analysis (PCA) and SAM) were used to analyze the expression data. RT-QPCR and immunohistochemical studies were used for validation of results.
RESULTS: RT-QPCR validated the increased expression of LCN2 (lipocalin 2) and for the first time PLAT (tissue-type plasminogen activator or tPA) in malignant pancreas as compared with normal pancreas. Immunohistochemical analysis confirmed the increased expression of LCN2 protein localized in epithelial cells of ducts invaded by carcinoma. The analysis of PLAT and LCN2 transcripts in 12 samples obtained through EUS-guided FNA from patients with pancreatic adenocarcinoma showed significantly increased expression levels in comparison with those found in normal tissues, indicating that a sufficient amount of high quality RNA can be obtained with this technique.
CONCLUSION: Expression profiling is a useful method to identify biomarkers and potential target genes. Molecular analysis of EUS-guided FNA samples in pancreatic cancer appears as a valuable strategy for the diagnosis of pancreatic adenocarcinomas.
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Affiliation(s)
- Henrik Laurell
- INSERM U531, IFR31, Institut Louis Bugnard, Toulouse, France
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164
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Qi W, Kwon C, Trail F. Microarray analysis of transcript accumulation during perithecium development in the filamentous fungus Gibberella zeae (anamorph Fusarium graminearum). Mol Genet Genomics 2006; 276:87-100. [PMID: 16741730 DOI: 10.1007/s00438-006-0125-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2006] [Accepted: 03/27/2006] [Indexed: 02/03/2023]
Abstract
Gibberella zeae (anamorph Fusarium graminearum) is the causal agent of Fusarium head blight (FHB) of wheat and barley in the United States. Ascospores forcibly discharged from mature fruiting bodies, the perithecia, serve as the primary inoculum for FHB epidemics. To identify genes important for perithecium development and function, a cDNA microarray that covered 11% of the G. zeae genome was constructed. The microarray was used to measure changes in transcription levels of genes expressed during three successive stages of perithecium development. When compared with vegetative mycelia, 651 (31%) cDNA clones showed changes in transcript levels in at least one of the three developmental stages. During perithecium development, 263 (13%) cDNA clones showed temporal changes in transcript profiles. Transcripts that showed the greatest changes in levels in maturing perithecia belonged to genes in the FunCat main functional categories of cell rescue, metabolism, cell type differentiation, energy, and cellular transport. For genes related to metabolism and cell type differentiation, transcripts showed the highest levels in immature perithecia, whereas for cellular transport-related genes, transcripts showed the highest levels in mature perithecia. This study represents the first large-scale investigation of both spatial and temporal changes in transcript levels during perithecium development. It provides clear evidence that the sexual development in fungi is a complex, multigenic process and identifies genes involved in sexual development of this agriculturally important fungus.
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Affiliation(s)
- Weihong Qi
- Department of Plant Biology, Michigan State University, East Lansing, MI 48824, USA
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165
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Yang XJ, Sugimura J, Schafernak KT, Tretiakova MS, Han M, Vogelzang NJ, Furge K, Teh BT. Classification of Renal Neoplasms Based on Molecular Signatures. J Urol 2006; 175:2302-6. [PMID: 16697863 DOI: 10.1016/s0022-5347(06)00255-2] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2005] [Indexed: 11/18/2022]
Abstract
PURPOSE Gene expression microarray studies have demonstrated distinct molecular signatures for different types of renal neoplasms based on overall gene expression patterns. However, in most of these studies the investigators used renal tumors with defined histology. We analyzed a test set of renal tumors in double-blind fashion using recently established molecular profiles of renal tumors as benchmarks. MATERIALS AND METHODS A total of 16 consecutive nephrectomies performed for neoplasms at a single urological service were subjected to gene expression profiling using cDNA chips containing 21,632 genes. Analysis was clustered with our previously established molecular profiles of 91 histologically defined kidney neoplasms and comparative genomic microarray analysis while blinded to tumor histology and clinical information. RESULTS With molecular analysis 9, 4, 2 and 1 tumors were classified as clear cell, papillary RCC, chromophobe RCC, and renal oncocytoma, respectively. Histopathological evaluation was concordant in 14 tumors. One of the 2 tumors with a discrepancy between molecular and pathological diagnoses was composed of oncocytoma and high grade clear cell RCC, and the other was chromophobe RCC that histologically mimicked papillary RCC. CONCLUSIONS We report the feasibility of the molecular diagnosis and classification of unknown renal neoplasms. Molecular diagnosis appears to be reliable and comparable to the standard of urological pathology. This molecular method may be a potentially useful test for establishing an accurate diagnosis that can impact clinical management.
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Affiliation(s)
- Ximing J Yang
- Department of Pathology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
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166
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Young AN, Dale J, Yin-Goen Q, Harris WB, Petros JA, Datta MW, Wang MD, Marshall FF, Amin MB. Current trends in molecular classification of adult renal tumors. Urology 2006; 67:873-80. [PMID: 16698345 DOI: 10.1016/j.urology.2005.11.042] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2005] [Revised: 10/20/2005] [Accepted: 11/17/2005] [Indexed: 11/22/2022]
Affiliation(s)
- Andrew N Young
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, USA.
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167
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An Thieu V, Kirsch D, Flad T, Müller C, Spengler B. Direct Protein Identification from Nonspecific Peptide Pools by High-Accuracy MS Data Filtering. Angew Chem Int Ed Engl 2006; 45:3317-9. [PMID: 16619325 DOI: 10.1002/anie.200503787] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Vinh An Thieu
- Institut für Anorganische und Analytische Chemie, Justus Liebig Universität, Germany
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168
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An Thieu V, Kirsch D, Flad T, Müller C, Spengler B. Direct Protein Identification from Nonspecific Peptide Pools by High-Accuracy MS Data Filtering. Angew Chem Int Ed Engl 2006. [DOI: 10.1002/ange.200503787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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169
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Zubakov D, Stupar Z, Kovacs G. Differential expression of a new isoform of DLG2 in renal oncocytoma. BMC Cancer 2006; 6:106. [PMID: 16640776 PMCID: PMC1524971 DOI: 10.1186/1471-2407-6-106] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2005] [Accepted: 04/26/2006] [Indexed: 11/24/2022] Open
Abstract
Background Renal oncocytoma, a benign tumour of the kidney, may pose a differential diagnostic problem due to overlapping phenotype with chromophobe renal cell carcinoma or other types of renal cell tumours. Therefore, identification of molecular markers would be of great value for molecular diagnostics of this tumour type. Methods In the current study we applied various techniques, including Affymetrix microarray hybridization and semiquantitative RT-PCR, to identify genes expressed differentially in renal oncocytomas. Subsequently, we used RACE and Northern blot hybridization to characterize the potential candidates for molecular diagnosis. Results We have identified new isoform of DLG2 gene, which contains 3'-end exons of the known DLG2 gene along with the hypothetical gene FLJ37266. The new isoform is specifically upregulated in renal oncocytoma, whereas the known DLG2 gene is downregulated in this type of kidney tumour. Conclusion The new isoform of DLG2 is the promising candidate gene for molecular differential diagnostics of renal oncocytoma.
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Affiliation(s)
- Dmitry Zubakov
- Laboratory of Molecular Oncology, Medical Faculty, Ruprecht-Karls-University, Heidelberg, Germany
| | - Zorica Stupar
- Laboratory of Molecular Oncology, Medical Faculty, Ruprecht-Karls-University, Heidelberg, Germany
| | - Gyula Kovacs
- Laboratory of Molecular Oncology, Medical Faculty, Ruprecht-Karls-University, Heidelberg, Germany
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170
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Abstract
Renal neoplasms comprise several distinct clinicopathologic entities with potential prognostic and the rapeutic differences. Although careful morphologic examination using sections stained with hematoxylin and eosin will allow for the correct diagnosis in the majority of cases, there is sufficient overlap between several entities such that ancillary techniques may be necessary to arrive at the correct diagnosis. In routine diagnostic surgical pathology practice of renal tumors, immunohistochemistry is the foremost ancillary technique. Using an approach based on common histologic patterns (tumors with clear cytoplasm, granular cytoplasm, tubulopapillary architecture, spindle cell morphology, small round-cell morphology, and infiltrating poorly differentiated carcinoma), we will discuss the utility of immunohistochemistry in the differential diagnosis of renal neoplasms. In recent years, needle biopsies from renal masses are being increasingly performed. In these small biopsies, the entire range of cytoarchitectural features that are generally necessary to make a diagnosis may not be fully appreciated. Immunohistochemistry may be helpful in this setting to narrow the differential diagnosis or to arrive at a definitive diagnosis. Finally, the use of immunohistochemistry for the confirmation of metastatic renal cell carcinoma presenting at distant sites will be discussed. Panels of immunohistochemical stains are proposed for different settings, including renal cell carcinoma (RCC) marker, CD10, and vimentin to suggest renal origin of a metastatic tumor, and markers to aid in subclassification of RCC, including parvalbumin and c-kit for chromophobe RCC, and cytokeratin 7 and alpha-methyl-acyl-CoA racemase for papillary RCC.
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Affiliation(s)
- Brian F Skinnider
- Department of Pathology, Vancouver General Hospital and University of British Columbia, Canada
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171
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Starlets D, Gore Y, Binsky I, Haran M, Harpaz N, Shvidel L, Becker-Herman S, Berrebi A, Shachar I. Cell-surface CD74 initiates a signaling cascade leading to cell proliferation and survival. Blood 2006; 107:4807-16. [PMID: 16484589 DOI: 10.1182/blood-2005-11-4334] [Citation(s) in RCA: 232] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
CD74 is an integral membrane protein that was thought to function mainly as an MHC class II chaperone. However, CD74 was recently shown to have a role as an accessory-signaling molecule. Our studies demonstrated that CD74 regulates B-cell differentiation by inducing a pathway leading to the activation of transcription mediated by the NF-kappaB p65/RelA homodimer and its coactivator, TAF(II)105. Here, we show that CD74 stimulation with anti-CD74 antibody leads to an induction of a signaling cascade resulting in NF-kappaB activation, entry of the stimulated cells into the S phase, elevation of DNA synthesis, cell division, and augmented expression of BCL-X(L). These studies therefore demonstrate that surface CD74 functions as a survival receptor.
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Affiliation(s)
- Diana Starlets
- Department of Immunology, Weizmann Institute of Science, Rehovot, Israel 76100
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172
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Saussez S, Lorfevre F, Nonclercq D, Laurent G, André S, Journé F, Kiss R, Toubeau G, Gabius HJ. Towards functional glycomics by localization of binding sites for tissue lectins: lectin histochemical reactivity for galectins during diethylstilbestrol-induced kidney tumorigenesis in male Syrian hamster. Histochem Cell Biol 2006; 126:57-69. [PMID: 16435123 DOI: 10.1007/s00418-006-0146-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/14/2005] [Indexed: 11/28/2022]
Abstract
Endogenous lectins act as effectors of cellular activities such as growth regulation, migration, and adhesion. Following their immunohistochemical localization in our previous study (Saussez et al. in Histochem Cell Biol 123:29-41, 2005) we purified several galectins and used them as tools for monitoring accessible binding sites. Herein, we report the use of galectin histochemistry for the analysis of diethylstilbestrol (DES)-induced renal tumors in male Syrian hamster kidney (SHKT). Sections of normal kidney and DES-treated kidney were analyzed with biotinylated galectins-1, -3 (full-length and truncated), and -7. Accessible binding sites were detected, localization was predominantly extracellular and confined to medium-sized and large tumors. Monitoring the SHKT-derived HKT-1097 line, processed in vitro or as xenograft material, cytoplasmic and nuclear staining for galectins-1, -3, and -3tr could be observed. Adaptation of SHKT cells to long-term growth in culture is thus associated with emergence of this signal. Our data set illustrates the feasibility to complement immunohistochemical data by application of the tissue lectins as probes, and to detect regulation of galectin reactivity with differential characteristics within tumor progression in vivo and unique features of the tumor cell line in vitro and in vivo.
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Affiliation(s)
- Sven Saussez
- Laboratory of Histology, Faculty of Medicine and Pharmacy, University of Mons-Hainaut, Avenue du Champ de Mars, 6-Pentagone 1B, 7000, Mons, Belgium.
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173
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Abstract
The incidence of small renal masses that are detected incidentally is increasing, particularly in patients who are in advanced age and with increased comorbidities. We review the available data on the nature and natural history of these small renal tumors, and observe that based on the limited available information, most of these lesions appear to grow slowly. We also review the currently available markers of tumor progression. We postulate that because of tumor heterogeneity, it is unlikely that advancement in prognostic knowledge will be gained using current approaches, such as histologic characteristics and tumor size, and that there is a clear need for new biomarkers. We conclude that expectant management is a viable and safe option for the patient with a short life expectancy but potentially unsafe outside a well-controlled clinical trial in the younger and fit patient.
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Affiliation(s)
- Ricardo A Rendon
- Department of Urology, Queen Elizabeth II Health Sciences Centre and Dalhousie University, Halifax, Nova Scotia, Canada.
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174
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Raman JD, Mongan NP, Liu L, Tickoo SK, Nanus DM, Scherr DS, Gudas LJ. Decreased expression of the human stem cell marker, Rex-1 (zfp-42), in renal cell carcinoma. Carcinogenesis 2005; 27:499-507. [PMID: 16344273 DOI: 10.1093/carcin/bgi299] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
The Rex-1 (Zfp-42) gene encodes a zinc finger family transcription factor which is highly expressed in mouse and human embryonic stem cells. It is one of several gene markers used to identify human stem cells. While several organs are known to harbor adult human stem cells, the presence and distribution of stem cells in both the normal and neoplastic adult kidney remains largely unknown. In this study we evaluated Rex-1 mRNA and protein expression in normal and malignant kidney tissue specimens from human patients. Rex-1 mRNA expression was determined using both reverse transcription and real-time PCR. REX1 protein expression was assessed by western analysis and immunohistochemistry, using an affinity-purified, polyclonal antibody to the REX1 protein. We found that 14 of 15 (93%) non-tumor renal parenchymal specimens demonstrated Rex-1 mRNA, compared with 5 of 14 (36%) renal tumors (P < 0.005). REX1 protein expression was detected in 21 of 23 (91%) non-tumor and in 7 of 19 (37%) tumor specimens (P < 0.001). Furthermore, in six of these seven renal tumor specimens where REX1 protein expression was detected, the levels were at least 3-fold lower than those in adjacent, normal kidney tissue. There were no differences in Rex-1 mRNA or protein expression among the various histologic subtypes of renal tumors (clear cell carcinoma, papillary carcinoma, chromophobe carcinoma and oncocytoma). Immunohistochemical staining confirmed the absence of REX1 in three renal tumor specimens (two clear cell and one papillary carcinoma), while the REX1 protein was detected in a small percentage of proximal tubular cells in normal renal tissue. Immunohistochemical staining of another stem cell marker, OCT4, demonstrated a similar pattern of protein expression in a small percentage of normal renal proximal tubular cells. In summary, we were able to detect Rex-1 mRNA and protein expression in over 90% of normal renal parenchymal specimens and we observed a significant reduction in REX1 expression in renal tumor specimens of all histologic subtypes.
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Affiliation(s)
- Jay D Raman
- Department of Urology, The New York-Presbyterian Hospital, Weill Medical College of Cornell University, New York, NY, USA
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175
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Cindolo L, de la Taille A, Schips L, Zigeuner RE, Ficarra V, Tostain J, Artibani W, Gallo A, Salzano L, Patard JJ. Chromophobe renal cell carcinoma: comprehensive analysis of 104 cases from multicenter European database. Urology 2005; 65:681-6. [PMID: 15833508 DOI: 10.1016/j.urology.2004.11.005] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2004] [Revised: 10/14/2004] [Accepted: 11/02/2004] [Indexed: 11/29/2022]
Abstract
OBJECTIVES To analyze the clinical behavior of chromophobe renal cell carcinoma (CRCC), we retrospectively evaluated the data from six European centers. In 1985, CRCC was identified as a new RCC histologic subtype. Because of its low frequency, only few large CRCC series are available. METHODS We created a renal cancer database including 3228 patients who underwent surgery between 1986 and 2002 in six European centers. The relevant clinical and pathologic data were extracted from the clinical charts at each institution and collected into a unique database. RESULTS Of the 3228 patients, 104 (3.2%) affected by CRCC were identified. The mean age at diagnosis was 57.6 years (range 22 to 83). Of the 104 patients, 51 (49%) were men and 53 (51%) were women. The mean tumor size was 6.4 +/- 3.6 cm. An incidental diagnosis accounted for 61.5% of the cases. Radical nephrectomy was performed in 88 patients (85%). After a median follow-up of 38 months (mean 44, range 1 to 153), no local recurrence was observed. The 5-year overall survival rate for CRCC was 81%. Of the 104 patients, 5 (4.8%) and 9 (8.6%) died of unrelated causes and renal cancer, respectively. CONCLUSIONS Our series confirmed a favorable outcome for the CRCC subtype with little local aggressiveness and a low propensity for progression and death from cancer.
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Affiliation(s)
- Luca Cindolo
- Urology Unit, G. Rummo Hospital, Benevento, Italy.
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176
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Lucas B, Grigo K, Erdmann S, Lausen J, Klein-Hitpass L, Ryffel GU. HNF4alpha reduces proliferation of kidney cells and affects genes deregulated in renal cell carcinoma. Oncogene 2005; 24:6418-31. [PMID: 16007190 DOI: 10.1038/sj.onc.1208794] [Citation(s) in RCA: 87] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Hepatocyte nuclear factor 4alpha (HNF4alpha) is a tissue-specific transcription factor known to regulate a large number of genes in hepatocytes and pancreatic beta cells. Although HNF4alpha is highly expressed in some sections of the kidney, little is known about its role in this organ and about HNF4alpha-regulated genes in the kidney cells. The abundance and activity of HNF4alpha are frequently reduced in renal cell carcinoma (RCC) indicating some tumor suppressing function of HNF4alpha in renal cells. To determine the potential role of HNF4alpha in RCC, we used Flp recombinase-mediated gene integration to generate human embryonic kidney cells (HEK293) that conditionally express wild-type or mutated HNF4alpha. Expression of wild-type HNF4alpha but not of the mutants led to reduction of proliferation and alterations of cell morphology. These effects were reversible and induced at physiological concentrations of HNF4alpha. Using gene expression profiling by microarrays, we determined genes regulated by HNF4alpha. Interestingly, many of the genes regulated by HNF4alpha have been shown to be deregulated in RCC microarray studies. These genes (ACY1, WT1, SELENBP1, COBL, EFHD1, AGXT2L1, ALDH5A1, THEM2, ABCB1, FLJ14146, CSPG2, TRIM9 and HEY1) are good candidates for genes whose activity is changed upon the decrease of HNF4alpha in RCC.
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Affiliation(s)
- Belén Lucas
- Institut für Zellbiologie (Tumorforschung), Universitätsklinikum Essen, D-45122 Essen, Germany
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177
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Alroy J, Ucci AA, Azabdoaftari G, Banner BF, Cheville JC. Expression of CD3 antigens in renal tubule epithelium and renal oncocytomas. Pathol Res Pract 2005; 201:803-8. [PMID: 16308105 DOI: 10.1016/j.prp.2005.09.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2004] [Accepted: 09/21/2005] [Indexed: 10/25/2022]
Abstract
CD3 antigen, formerly thought to be specific for T lymphocytes, has been identified in Purkinje cells of the cerebellum and gastric parietal cells in several species, including humans. The antibodies commonly used to recognize CD3 are directed against the epsilon-subunit of the T cell receptor. This subunit has a role in signal transduction in T lymphocytes and possibly other types of cells. We immunostained sections for CD3 from normal kidneys of several species, including humans, and from different primary human renal cortical neoplasms to determine if CD3 antigen is expressed in normal and in neoplastic tubular epithelium. CD3 expression was strong in normal proximal and distal tubular epithelium in most species and in renal oncocytomas, weak in chromophobe carcinoma, and negative in clear cell carcinomas, in papillary renal cell carcinoma, and in a transitional cell carcinoma. These findings suggest that this marker may be useful in the diagnostic workup and classification of renal cortical neoplasms.
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Affiliation(s)
- Joseph Alroy
- Department of Pathology, Tufts University Schools of Veterinary Medicine, Grafton, 136 Harrison Avenue, Boston, MA 02111, USA.
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178
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Rogers CG, Tan MH, Teh BT. Gene expression profiling of renal cell carcinoma and clinical implications. Urology 2005; 65:231-7. [PMID: 15708028 DOI: 10.1016/j.urology.2004.08.038] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2004] [Accepted: 08/20/2004] [Indexed: 01/03/2023]
MESH Headings
- Biopsy
- Carcinoma, Papillary/diagnosis
- Carcinoma, Papillary/genetics
- Carcinoma, Papillary/pathology
- Carcinoma, Renal Cell/diagnosis
- Carcinoma, Renal Cell/genetics
- Carcinoma, Renal Cell/mortality
- Carcinoma, Renal Cell/pathology
- Carcinoma, Renal Cell/therapy
- Chromosome Aberrations
- Chromosomes, Human/genetics
- Chromosomes, Human/ultrastructure
- Cohort Studies
- Diagnosis, Differential
- Drug Design
- Gene Expression Profiling
- Gene Expression Regulation, Neoplastic
- Humans
- Kidney Neoplasms/diagnosis
- Kidney Neoplasms/genetics
- Kidney Neoplasms/mortality
- Kidney Neoplasms/pathology
- Kidney Neoplasms/therapy
- Neoplasm Proteins/biosynthesis
- Neoplasm Proteins/genetics
- Neoplasm Staging
- Oligonucleotide Array Sequence Analysis
- Prognosis
- Survival Rate
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Affiliation(s)
- Craig G Rogers
- Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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179
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Seliger B, Lichtenfels R, Atkins D, Bukur J, Halder T, Kersten M, Harder A, Ackermann A, Malenica B, Brenner W, Zobawa M, Lottspeich F. Identification of fatty acid binding proteins as markers associated with the initiation and/or progression of renal cell carcinoma. Proteomics 2005; 5:2631-40. [PMID: 15892167 DOI: 10.1002/pmic.200401264] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Renal cell carcinoma (RCC) representing the most common neoplasia of the kidney in Western countries is a histologic diverse disease with an often unpredictable course. The prognosis of RCC is worsened with the onset of metastasis, and the therapies currently available are of limited success for the treatment of metastatic RCC. Although gene expression analyses and other methods are promising tools clarifying and standardizing the pathological classification of RCC, novel innovative molecular markers for the diagnosis, prognosis, and for the monitoring of this disease during therapy as well as potential therapeutic targets are urgently needed. Using proteome-based strategies, a number of RCC-associated markers either over-expressed or down-regulated in tumor lesions in comparison to the normal epithelium have been identified which have been implicated in tumorigenesis, but never linked to the initiation and/or progression of RCC. These include members of the fatty acid binding protein family, which have the potential to serve as diagnostic or prognostic markers for the screening of RCC patients.
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Affiliation(s)
- Barbara Seliger
- Johannes Gutenberg University Mainz, 3rd Department of Internal Medicine, Mainz, Germany.
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180
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Perego RA, Bianchi C, Corizzato M, Eroini B, Torsello B, Valsecchi C, Di Fonzo A, Cordani N, Favini P, Ferrero S, Pitto M, Sarto C, Magni F, Rocco F, Mocarelli P. Primary Cell Cultures Arising from Normal Kidney and Renal Cell Carcinoma Retain the Proteomic Profile of Corresponding Tissues. J Proteome Res 2005; 4:1503-10. [PMID: 16212400 DOI: 10.1021/pr050002o] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Renal cell carcinoma (RCC) tissue is composed of a mixture of neoplastic and normal cells, which complicate proteome analysis. The aim of our study was to investigate whether it is feasible to establish primary cell cultures of RCC and of renal cortex maintaining the tissue phenotype along with a more homogeneous and enriched cytological material. Fourteen (82.3%) primary cultures from 17 surgical cases were established and characterized by morphology, growth rate, immunocytochemistry, and molecular analysis performed by Real-time PCR, Western blotting, two-dimensional electrophoresis (2-DE), and mass spectrometry. Cultures showed >90% cytokeratine-positive epithelial cells. In primary tumor cultures, the molecular phenotype of manganese superoxide dismutase and heat shock protein 27 was the same as that found in tumor tissues with overexpression and increased number of isoforms. Moreover, 27 out 28 specific proteins and their isoforms, present in spots excised from 2-DE gel of cortex or RCC cultures, corresponded to those identified on the 2-DE tissue cortex reference map, suggesting that these primary cultures retain the proteomic profile of the corresponding tissues.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Blotting, Western
- Carcinoma, Renal Cell/metabolism
- Cell Line, Tumor
- Cells, Cultured
- DNA, Complementary/metabolism
- Electrophoresis, Agar Gel
- Electrophoresis, Gel, Two-Dimensional
- Epithelial Cells/metabolism
- Female
- Gene Expression Regulation, Neoplastic
- HSP27 Heat-Shock Proteins
- Heat-Shock Proteins/metabolism
- Humans
- Immunohistochemistry
- Keratins/metabolism
- Kidney/metabolism
- Kidney Neoplasms/metabolism
- Male
- Mass Spectrometry
- Middle Aged
- Molecular Chaperones
- Neoplasm Proteins/metabolism
- Peptide Mapping
- Phenotype
- Phosphorylation
- Protein Isoforms
- Proteomics/methods
- RNA/chemistry
- Reverse Transcriptase Polymerase Chain Reaction
- Serine/chemistry
- Superoxide Dismutase/metabolism
- Tumor Cells, Cultured
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Affiliation(s)
- Roberto A Perego
- Department of Experimental, Environmental Medicine and Medical Biotechnologies, Milano-Bicocca University, Monza, Italy.
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181
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Chen YT, Tu JJ, Kao J, Zhou XK, Mazumdar M. Messenger RNA Expression Ratios among Four Genes Predict Subtypes of Renal Cell Carcinoma and Distinguish Oncocytoma from Carcinoma. Clin Cancer Res 2005; 11:6558-66. [PMID: 16166433 DOI: 10.1158/1078-0432.ccr-05-0647] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Morphologic distinction among clear cell, papillary, and chromophobe types of renal cell carcinoma (RCC) can be difficult, as is the differential diagnosis between oncocytoma and RCC. Whether these renal tumors can be distinguished by their mRNA expression profile of a few selected genes was examined. EXPERIMENTAL DESIGN The expression of four genes in renal tumor was evaluated by quantitative reverse transcription-PCR: carbonic anhydrase IX (CA9), methylacyl-CoA racemase (AMACR), parvalbumin (PVALB), and chloride channel kb (CLCNKB). Thirty-one fresh-frozen and 63 formalin-fixed, paraffin-embedded tumor specimens were analyzed. RESULTS CA9 expression was highest in clear cell carcinoma and lowest in chromophobe RCC and in oncocytoma. AMACR expression was highest in papillary RCC, and CLCNKB was highest in chromophobe RCC/oncocytoma. PVALB was highest in chromophobe RCC, variable in oncocytoma, and low in clear cell and papillary types. Similar findings were observed in fresh-frozen and formalin-fixed specimens. The mRNA expression ratios among these genes (i.e., CA9/AMACR and AMACR/CLCNKB ratios) further accentuate the gene expression differences among these tumors, and a molecular diagnostic algorithm was established. This algorithm accurately classified the 31 fresh-frozen tumors into 14 clear cell, 5 papillary, 6 chromophobe, and 6 oncocytomas. In the formalin-fixed group, the molecular criteria accurately classified the cases into 15 clear cell, 16 papillary, and 32 in the chromophobe/oncocytoma group but could only separate some, but not all, oncocytomas from chromophobe RCC. CONCLUSIONS RNA expression ratios based on the four-gene panel can accurately classify subtypes of RCC as well as help distinguish some oncocytomas from chromophobe RCC.
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MESH Headings
- Adenocarcinoma, Clear Cell/genetics
- Adenocarcinoma, Clear Cell/pathology
- Adenoma, Oxyphilic/genetics
- Adenoma, Oxyphilic/pathology
- Algorithms
- Anion Transport Proteins/genetics
- Antigens, Neoplasm/genetics
- Carbonic Anhydrase IX
- Carbonic Anhydrases/genetics
- Carcinoma, Renal Cell/genetics
- Carcinoma, Renal Cell/pathology
- Chloride Channels/genetics
- Diagnosis, Differential
- Gene Expression Regulation, Neoplastic
- Humans
- Kidney Neoplasms/genetics
- Kidney Neoplasms/pathology
- Membrane Proteins/genetics
- Neoplasm Proteins/genetics
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- Racemases and Epimerases/genetics
- Reverse Transcriptase Polymerase Chain Reaction/methods
- beta-Defensins/genetics
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Affiliation(s)
- Yao-Tseng Chen
- Department of Pathology and Laboratory Medicine, Weill Medical College, Cornell University, New York, NY 10021, USA.
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182
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Krüger T, Schoor O, Lemmel C, Kraemer B, Reichle C, Dengjel J, Weinschenk T, Müller M, Hennenlotter J, Stenzl A, Rammensee HG, Stevanović S. Lessons to be learned from primary renal cell carcinomas: novel tumor antigens and HLA ligands for immunotherapy. Cancer Immunol Immunother 2005; 54:826-36. [PMID: 15627209 PMCID: PMC11032929 DOI: 10.1007/s00262-004-0650-5] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2004] [Accepted: 10/14/2004] [Indexed: 12/27/2022]
Abstract
The lack of sufficient well-defined tumor-associated antigens is still a drawback on the way to a cytotoxic T-lymphocyte-based immunotherapy of renal cell carcinoma (RCC). We are trying to define a larger number of such targets by a combined approach involving HLA ligand characterization by mass spectrometry and gene expression profiling by oligonucleotide microarrays. Here, we present the results of a large-scale analysis of 13 RCC specimens. We were able to identify more than 700 peptides, mostly from self-proteins without any evident tumor association. However, some HLA ligands derived from previously known tumor antigens in RCC. In addition, gene expression profiling of tumors and a set of healthy tissues revealed novel candidate RCC-associated antigens. For several of them, we were able to characterize HLA ligands after extraction from the tumor tissue. Apart from universal RCC antigens, some proteins seem to be appropriate candidates in individual patients only. This underlines the advantage of a personalized therapeutic approach. Further analyses will contribute additional HLA ligands to this repertoire of universal as well as patient-individual tumor antigens.
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Affiliation(s)
- Tobias Krüger
- Department of Immunology, Institute for Cell Biology, University of Tübingen, Auf der Morgenstelle 15, 72076 Tübingen, Germany
| | - Oliver Schoor
- Department of Immunology, Institute for Cell Biology, University of Tübingen, Auf der Morgenstelle 15, 72076 Tübingen, Germany
| | - Claudia Lemmel
- Department of Immunology, Institute for Cell Biology, University of Tübingen, Auf der Morgenstelle 15, 72076 Tübingen, Germany
| | - Bjoern Kraemer
- Department of Immunology, Institute for Cell Biology, University of Tübingen, Auf der Morgenstelle 15, 72076 Tübingen, Germany
| | - Christian Reichle
- Department of Immunology, Institute for Cell Biology, University of Tübingen, Auf der Morgenstelle 15, 72076 Tübingen, Germany
| | - Jörn Dengjel
- Department of Immunology, Institute for Cell Biology, University of Tübingen, Auf der Morgenstelle 15, 72076 Tübingen, Germany
| | - Toni Weinschenk
- Department of Immunology, Institute for Cell Biology, University of Tübingen, Auf der Morgenstelle 15, 72076 Tübingen, Germany
| | - Margret Müller
- Department of Immunology, Institute for Cell Biology, University of Tübingen, Auf der Morgenstelle 15, 72076 Tübingen, Germany
| | | | - Arnulf Stenzl
- Department of Urology, University of Tübingen, Tübingen, Germany
| | - Hans-Georg Rammensee
- Department of Immunology, Institute for Cell Biology, University of Tübingen, Auf der Morgenstelle 15, 72076 Tübingen, Germany
| | - Stefan Stevanović
- Department of Immunology, Institute for Cell Biology, University of Tübingen, Auf der Morgenstelle 15, 72076 Tübingen, Germany
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183
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Volpe A, Jewett MAS. The natural history of small renal masses. ACTA ACUST UNITED AC 2005; 2:384-90. [PMID: 16474735 DOI: 10.1038/ncpuro0254] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2005] [Accepted: 07/04/2005] [Indexed: 01/29/2023]
Abstract
The incidence of renal cell carcinoma is increasing, in part due to the growing use of cross-sectional imaging. Most renal tumors are now incidentally detected as small masses in asymptomatic patients. A minority of small renal masses, presumed to be renal cell carcinoma, grow significantly over time if managed conservatively, but the growth rate of the majority is slow or undetectable. In the absence of other prognostic factors, measurement of tumor growth rate can be helpful for initial conservative management of selected patients with small renal tumors. To date, there have been no reports of progression to metastatic disease occurring during active surveillance, but longer follow-up is needed to confirm this observation. The standard of care for small localized renal neoplasms is partial or radical nephrectomy. At the present time, active surveillance of small renal masses, with delayed therapy for patients whose disease progresses, is an experimental approach that can be considered for the elderly or patients with significant comorbidity. Renal core biopsy and fine-needle aspiration can provide essential information for treatment decision-making and should therefore be considered in the diagnostic work-up of all small renal masses. In future, the identification of prognostic indicators, with the use of new techniques including functional imaging and molecular or genomic characterization of tissue from needle biopsies, are expected to help clinicians differentiate between indolent and potentially aggressive small renal tumors.
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Affiliation(s)
- Alessandro Volpe
- Division of Urology, Department of Surgical Oncology, Princess Margaret Hospital and the University Health Network, University of Toronto, Canada
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184
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Togashi A, Katagiri T, Ashida S, Fujioka T, Maruyama O, Wakumoto Y, Sakamoto Y, Fujime M, Kawachi Y, Shuin T, Nakamura Y. Hypoxia-inducible protein 2 (HIG2), a novel diagnostic marker for renal cell carcinoma and potential target for molecular therapy. Cancer Res 2005; 65:4817-26. [PMID: 15930302 DOI: 10.1158/0008-5472.can-05-0120] [Citation(s) in RCA: 75] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
To identify molecules to serve as diagnostic markers for renal cell carcinoma (RCC) and as targets for novel therapeutic drugs, we investigated genome-wide expression profiles of RCCs using a cDNA microarray. We subsequently confirmed that hypoxia-inducible protein-2 (HIG2) was expressed exclusively in RCCs and fetal kidney. Induction of HIG2 cDNA into COS7 cells led to secretion of the gene product into culture medium and resulted in enhancement of cell growth. Small interfering RNA effectively inhibited expression of HIG2 in human RCC cells that endogenously expressed high levels of the protein and significantly suppressed cell growth. Moreover, addition of polyclonal anti-HIG2 antibody into culture medium induced apoptosis in RCC-derived cell lines. By binding to an extracellular domain of frizzled homologue 10 (FZD10), HIG2 protein enhanced oncogenic Wnt signaling and its own transcription, suggesting that this product is likely to function as an autocrine growth factor. ELISA analysis of clinical samples identified secretion of HIG2 protein into the plasma of RCC patients even at an early stage of tumor development, whereas it was detected at significantly lower levels in healthy volunteers or patients with chronic glomerulonephritis. The combined evidence suggests that this molecule represents a promising candidate for development of molecular-targeting therapy and could serve as a prominent diagnostic tumor marker for patients with renal carcinomas.
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Affiliation(s)
- Akira Togashi
- Laboratory of Molecular Medicine, Human Genome Center, Institute of Medical Science, The University of Tokyo, Japan
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185
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Yang XJ, Tan MH, Kim HL, Ditlev JA, Betten MW, Png CE, Kort EJ, Futami K, Furge KA, Takahashi M, Kanayama HO, Tan PH, Teh BS, Luan C, Wang K, Pins M, Tretiakova M, Anema J, Kahnoski R, Nicol T, Stadler W, Vogelzang NG, Amato R, Seligson D, Figlin R, Belldegrun A, Rogers CG, Teh BT. A Molecular Classification of Papillary Renal Cell Carcinoma. Cancer Res 2005; 65:5628-37. [PMID: 15994935 DOI: 10.1158/0008-5472.can-05-0533] [Citation(s) in RCA: 166] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Despite the moderate incidence of papillary renal cell carcinoma (PRCC), there is a disproportionately limited understanding of its underlying genetic programs. There is no effective therapy for metastatic PRCC, and patients are often excluded from kidney cancer trials. A morphologic classification of PRCC into type 1 and 2 tumors has been recently proposed, but its biological relevance remains uncertain. We studied the gene expression profiles of 34 cases of PRCC using Affymetrix HGU133 Plus 2.0 arrays (54,675 probe sets) using both unsupervised and supervised analyses. Comparative genomic microarray analysis was used to infer cytogenetic aberrations, and pathways were ranked with a curated database. Expression of selected genes was validated by immunohistochemistry in 34 samples with 15 independent tumors. We identified two highly distinct molecular PRCC subclasses with morphologic correlation. The first class, with excellent survival, corresponded to three histologic subtypes: type 1, low-grade type 2, and mixed type 1/low-grade type 2 tumors. The second class, with poor survival, corresponded to high-grade type 2 tumors (n = 11). Dysregulation of G1-S and G2-M checkpoint genes were found in class 1 and 2 tumors, respectively, alongside characteristic chromosomal aberrations. We identified a seven-transcript predictor that classified samples on cross-validation with 97% accuracy. Immunohistochemistry confirmed high expression of cytokeratin 7 in class 1 tumors and of topoisomerase IIalpha in class 2 tumors. We report two molecular subclasses of PRCC, which are biologically and clinically distinct and may be readily distinguished in a clinical setting.
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Affiliation(s)
- Ximing J Yang
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Illinois, USA
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186
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Zhou M, Roma A, Magi-Galluzzi C. The usefulness of immunohistochemical markers in the differential diagnosis of renal neoplasms. Clin Lab Med 2005; 25:247-57. [PMID: 15848735 DOI: 10.1016/j.cll.2005.01.004] [Citation(s) in RCA: 92] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Histologic subtyping of RCC has been shown to be of prognostic value; therefore, it is important to classify malignant epithelial tumors of the kidney correctly and also to differentiate them from benign ones. Overlapping morphologic features of renal tumors sometimes make histologic subtyping difficult. The accurate diagnosis and classification of RCC are based on cytoarchitectural features and require correlation with immunophenotype and cytogenetic characteristics. RCC Ma and CD10, two markers with relative renal specificity, have been used to confirm a diagnosis of suspected RCC and can facilitate the accurate diagnosis of metastatic RCC, in particular, in FNA. Although CCRCC and PRCC share most immunomarkers, CK7 and AMACR expression can be helpful in the differential diagnosis of challenging histologic variants of the two. In addition, E-cadherin aids in the distinction between types 1 and 2 PRCC. Useful markers in the differential diagnosis between ChRCC and CCRCCare CK7, RCC Ma, CD10, VIM, CD117, parvalbumin, and E-cadherin. We propose CK7/CK20/CD15 as a useful primary immunopanel to differentiate ChRCC from ONC reliably.
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Affiliation(s)
- Ming Zhou
- Division of Pathology, The Cleveland Clinic Foundation, Cleveland, OH 44195, USA
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187
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Abstract
Advances in our understanding of renal neoplasia have resulted in recognition of numerous tumors that are composed predominantly of cells with abundant eosinophilic cytoplasm. This article discusses the features of renal oncocytoma (including oncocytosis), chromophobe renal cell carcinoma (RCC), and clear cell RCC; explores the relationship between renal oncocytoma and chromophobe RCC; briefly discusses other tumors with abundant eosinophilic cytoplasm; and emphasizes the differential diagnosis of such tumors.
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Affiliation(s)
- Neil A Abrahams
- Department of Pathology and Microbiology, The University of Nebraska Medical Center, Omaha, NE 68198-7549, USA.
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188
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Schuetz AN, Yin-Goen Q, Amin MB, Moreno CS, Cohen C, Hornsby CD, Yang WL, Petros JA, Issa MM, Pattaras JG, Ogan K, Marshall FF, Young AN. Molecular classification of renal tumors by gene expression profiling. J Mol Diagn 2005; 7:206-18. [PMID: 15858144 PMCID: PMC1867531 DOI: 10.1016/s1525-1578(10)60547-8] [Citation(s) in RCA: 88] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/17/2004] [Indexed: 01/18/2023] Open
Abstract
Renal tumor classification is important because histopathological subtypes are associated with distinct clinical behavior. However, diagnosis is difficult because tumor subtypes have overlapping microscopic characteristics. Therefore, ancillary methods are needed to optimize classification. We used oligonucleotide microarrays to analyze 31 adult renal tumors, including clear cell renal cell carcinoma (RCC), papillary RCC, chromophobe RCC, oncocytoma, and angiomyolipoma. Expression profiles correlated with histopathology; unsupervised algorithms clustered 30 of 31 tumors according to appropriate diagnostic subtypes while supervised analyses identified significant, subtype-specific expression markers. Clear cell RCC overexpressed proximal nephron, angiogenic, and immune response genes, chromophobe RCC oncocytoma overexpressed distal nephron and oxidative phosphorylation genes, papillary RCC overexpressed serine protease inhibitors, and extracellular matrix products, and angiomyolipoma overexpressed muscle developmental, lipid biosynthetic, melanocytic, and distinct angiogenic factors. Quantitative reverse transcriptase-polymerase chain reaction and immunohistochemistry of formalin-fixed renal tumors confirmed overexpression of proximal nephron markers (megalin/low-density lipoprotein-related protein 2, alpha-methylacyl CoA racemase) in clear cell and papillary RCC and distal nephron markers (beta-defensin 1, claudin 7) in chromophobe RCC/oncocytoma. In summary, renal tumor subtypes were classified by distinct gene expression profiles, illustrating tumor pathobiology and translating into novel molecular bioassays using fixed tissue.
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Affiliation(s)
- Audrey N Schuetz
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Decatur, GA 30033, USA
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189
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Shi T, Seligson D, Belldegrun AS, Palotie A, Horvath S. Tumor classification by tissue microarray profiling: random forest clustering applied to renal cell carcinoma. Mod Pathol 2005; 18:547-57. [PMID: 15529185 DOI: 10.1038/modpathol.3800322] [Citation(s) in RCA: 98] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
We describe a novel strategy (random forest clustering) for tumor profiling based on tissue microarray data. Random forest clustering is attractive for tissue microarray and other immunohistochemistry data since it handles highly skewed tumor marker expressions well and weighs the contribution of each marker according to its relatedness with other tumor markers. This is the first tumor class discovery analysis of renal cell carcinoma patients based on protein expression profiles. The tissue array data contained at least three tumor samples from each of 366 renal cell carcinoma patients. The eight tumor markers explore tumor proliferation, cell cycle abnormalities, cell mobility, and the hypoxia pathway. Since the procedure is unsupervised, no clinicopathological data or traditional classifications are used a priori. To explore whether the tissue microarray data can be used to identify fundamental subtypes of renal cell carcinoma patients, we first carried out random forest clustering of all 366 patients. By analyzing the tumor markers simultaneously, the procedure automatically detected classes that correspond to clear- vs non-clear cell tumors (demonstration of proof-of-principle). The resulting molecular grouping provides better prediction of survival (logrank P=0.000090) than this classical pathological grouping (logrank P=0.023). We then sought to extend the class discovery by searching for finer subclasses of clear cell patients. The procedure automatically discovered: (a) two classes corresponding to low- and high-grade patients (demonstration of proof-of-principle); (b) a subgroup of long-surviving clear cell patients with a distinct molecular profile and (c) two novel tumor subclasses in low-grade clear cell patients that could not be explained by any clinicopathological variables (demonstration of discovery).
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Affiliation(s)
- Tao Shi
- Department of Human Genetics, University of California, Los Angeles, CA 90095-7088, USA
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190
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Li G, Gentil-Perret A, Lambert C, Genin C, Tostain J. S100A1 and KIT gene expressions in common subtypes of renal tumours. Eur J Surg Oncol 2005; 31:299-303. [PMID: 15780567 DOI: 10.1016/j.ejso.2004.11.009] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/16/2004] [Indexed: 10/25/2022] Open
Abstract
AIM The aim of this study is to evaluate the S100A1 and KIT as gene markers for the differentiation of common subtypes of renal tumours. METHODS Fifty-five tissue samples (15 clear cell RCCs, 15 papillary RCCs, 7 chromophobe RCCs, 8 oncocytomas and 10 normal renal tissues) were studied The gene expressions of S100A1 and KIT were analysed by one-step RT-PCR by using the specific primers. RESULTS S100A1 was expressed in 2/15 clear cell RCCs, 11/15 papillary RCCs, 7/8 oncocytomas and in 0/7 chromophobe RCCs. KIT gene was expressed in 6/7 chromophobe RCCs and 7/8 oncocytomas while 0/15 clear cell RCCs and 1/15 papillary RCCs expressed kit gene. Normal tissue expressed neither S100A1 nor KIT gene. CONCLUSION S100A1 and KIT can be used as gene markers for the differentiation of common subtypes of renal tumours.
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Affiliation(s)
- G Li
- Department of Urology, North Hospital, CHU of Saint-Etienne, 42055 Saint-Etienne Cedex 2, France.
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191
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Yao M, Tabuchi H, Nagashima Y, Baba M, Nakaigawa N, Ishiguro H, Hamada K, Inayama Y, Kishida T, Hattori K, Yamada-Okabe H, Kubota Y. Gene expression analysis of renal carcinoma: adipose differentiation-related protein as a potential diagnostic and prognostic biomarker for clear-cell renal carcinoma. J Pathol 2005; 205:377-87. [PMID: 15682440 DOI: 10.1002/path.1693] [Citation(s) in RCA: 118] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The gene expression profiles of 33 renal cell carcinomas (RCCs) and nine normal kidney samples were examined using high-density oligonucleotide microarrays in an attempt to identify biomolecular markers for the diagnosis of tumour subtypes and also for prediction of prognosis. Hierarchical clustering demonstrated that clear-cell RCC, chromophobe RCC, and normal kidney tissue showed distinctive gene expression profiles. The mean expression levels of 149 of 12 500 genes were more than three times higher in clear-cell RCC than in chromophobe RCC and normal kidney tissue. Among the genes whose expression was upregulated in clear-cell RCC, adipose differentiation-related protein (ADFP) and nicotinamide N-methyltransferase (NNMT) were selected for further analysis. Consistent with the results of the microarray, increased levels of ADFP and NNMT mRNA were found more frequently in clear-cell RCCs than in other non-clear-cell tumour subtypes using real-time quantitative PCR. Immunohistochemistry for ADFP showed strong and unique tumour cell staining patterns in the majority of clear-cell RCCs. More importantly, patients bearing tumours with higher AFDP mRNA levels showed significantly better survival in both univariate and multivariate analyses. ADFP is a lipid storage droplet-associated protein and its transcription is considered to be regulated by the von Hippel-Lindau/hypoxia-inducible factor pathway. It is known that clear-cell RCC contains abundant lipids and cholesterols. Thus it is likely that sustained upregulation of ADFP following VHL inactivation is involved in the morphological appearance of clear-cell RCC. Moreover ADFP expression status may provide useful prognostic information as a biomolecular marker in patients with clear-cell RCC.
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Affiliation(s)
- Masahiro Yao
- Department of Urology and Molecular Genetics, Yokohama City University Graduate School of Medicine, Yokohama, Japan.
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192
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Chuang ST, Chu P, Sugimura J, Tretiakova MS, Papavero V, Wang K, Tan M, Lin F, Teh BT, Yang XJ. Overexpression of Glutathione S-Transferase α in Clear Cell Renal Cell Carcinoma. Am J Clin Pathol 2005. [DOI: 10.1309/aqxr6b2qpugd638c] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
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193
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Huo L, Sugimura J, Tretiakova MS, Patton KT, Gupta R, Popov B, Laskin WB, Yeldandi A, Teh BT, Yang XJ. C-kit expression in renal oncocytomas and chromophobe renal cell carcinomas. Hum Pathol 2005; 36:262-8. [PMID: 15791570 DOI: 10.1016/j.humpath.2005.01.011] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
C- kit encodes the membrane-bound tyrosine kinase KIT, whose expression has been identified in several types of human neoplasms. Recently, KIT has been reported to be a marker for chromophobe renal cell carcinoma (RCC) and renal angiomyolipoma. However, expression of this molecule has not been adequately studied in other renal tumors, particularly oncocytoma, which may morphologically resemble chromophobe RCC. In this study, we analyzed c- kit messenger RNA (mRNA) levels in 17 chromophobe RCCs and 20 renal oncocytomas obtained from complementary DNA (cDNA) microarrays. Furthermore, comprehensive immunohistochemical analysis of KIT protein using a monoclonal antibody was performed in 226 renal tumors including chromophobe RCC (n=40), oncocytoma (n=41), clear-cell RCC (n=40), renal angiomyolipoma (n=29), and papillary RCC (n=21) on tissue microarrays (TMAs) and was compared with immunostaining results from 25 chromophobe RCCs and 30 oncocytomas using standard sections. The staining intensity was semiquantitatively graded on a 3-tier scoring system. All chromophobe RCCs and oncocytomas showed significant overexpression of c- kit mRNA. The average increase of mRNA compared with normal kidney tissue was 7.4-fold for chromophobe RCCs and 7.4-fold for oncocytomas. Immunohistochemical expression of KIT was found in most chromophobe RCCs (95% in TMAs and 96% in conventional sections) and oncocytomas (88% in TMAs and 100% in conventional sections) but was infrequently observed in renal angiomyolipomas (17%), papillary RCCs (5%), and clear-cell RCCs (3%). Furthermore, the average KIT immunoreactivity in TMAs was stronger in chromophobe RCC (1.93) and oncocytoma (2.07) than in other subtypes of renal tumors tested, including angiomyolipomas (0.17), papillary RCCs (0.05), and clear-cell RCCs (0.03). In conclusion, we found a significant elevation of c- kit mRNA by cDNA expression microarrays and overexpression of KIT protein by immunohistochemistry not only in chromophobe RCCs but also in oncocytomas. In contrast, immunohistochemical expression of KIT was not detected in most other types of renal cell tumors evaluated. The differential expression of c- kit in these renal tumors may have diagnostic and therapeutic implications.
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Affiliation(s)
- Lei Huo
- Department of Pathology, Northwestern Memorial Hospital, Northwestern University, Feinberg School of Medicine, Chicago, IL 60611, USA
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194
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Affiliation(s)
- Fray F Marshall
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia 30322, USA.
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195
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Tan MH, Rogers CG, Cooper JT, Ditlev JA, Maatman TJ, Yang X, Furge KA, Teh BT. Gene expression profiling of renal cell carcinoma. Clin Cancer Res 2004; 10:6315S-21S. [PMID: 15448024 DOI: 10.1158/1078-0432.ccr-050002] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Renal cell carcinoma (RCC) is a histologically diverse disease, with variable and often unpredictable clinical behavior. The prognosis worsens dramatically with the onset of clinical metastasis, and current regimens of systemic therapy yield only modest benefits for metastatic RCC. Gene expression profiling is a promising technique for refining the diagnosis and staging of RCC, as well as for highlighting potential therapeutic targets. We review the recent advances in expression profiling of RCC and discuss the clinical and biological insights obtained from these studies.
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Affiliation(s)
- Min-Han Tan
- Laboratory of Cancer Genetics, and Bioinformatics Special Program, Van Andel Research Institute, Grand Rapids, Michigan 49503, USA
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196
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Martignoni G, Pea M, Brunelli M, Chilosi M, Zamó A, Bertaso M, Cossu-Rocca P, Eble JN, Mikuz G, Puppa G, Badoual C, Ficarra V, Novella G, Bonetti F. CD10 is expressed in a subset of chromophobe renal cell carcinomas. Mod Pathol 2004; 17:1455-63. [PMID: 15286660 DOI: 10.1038/modpathol.3800236] [Citation(s) in RCA: 58] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
CD10 has been considered a useful marker in the diagnosis of renal carcinomas, because of its expression in clear cell and papillary renal cell carcinomas and its absence in chromophobe renal cell carcinomas. On the other hand, chromophobe renal cell carcinoma expresses parvalbumin, which is absent in clear cell and papillary renal cell carcinomas. To further address the relevance of these markers, we studied the expression of CD10 and parvalbumin in 42 samples of chromophobe renal cell carcinoma (seven of which had aggressive features, including invasion beyond the renal capsule, renal vein invasion, metastases, or sarcomatoid transformation), 75 clear cell renal cell carcinomas (eight metastatic) and 51 papillary renal cell carcinomas (two metastatic). CD10 was found in 100% of clear cell renal cell carcinomas, 63% of papillary renal cell carcinomas and in all metastatic cases of both types. At variance with previous studies, we found CD10 expression in from 30 to 90% of the neoplastic cells, in 11 of 42 (26%) chromophobe renal cell carcinomas. The CD10-positive cases included five of the seven (71%) chromophobe renal cell carcinoma with aggressive features. Statistical analysis showed significant association of CD10-positive tumors with clinicopathologic aggressiveness (P=0.003) and mitotic figures (P=0.04). Parvalbumin was strongly expressed in all primary and metastatic chromophobe renal cell carcinomas. Western blot analysis was utilized to confirm the expression of both CD10 and parvalbumin in chromophobe renal cell carcinomas.
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197
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Balaji KC, Rao PS, Smith DJ, Louis S, Smith LM, Sherman S, Bacich D, O'Keefe D. Microarray analysis of differential gene expression in androgen independent prostate cancer using a metastatic human prostate cancer cell line model. Urol Oncol 2004; 22:313-20. [PMID: 15283889 DOI: 10.1016/s1078-1439(03)00238-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2003] [Revised: 09/25/2003] [Accepted: 11/03/2003] [Indexed: 01/02/2023]
Abstract
Progression to androgen independence (AI) leading to uncontrolled cell growth is the main cause of death in prostate cancer. While almost all patients with metastatic prostate cancer will initially respond to anti-androgen treatments, the majority will fail hormonal treatments in less than 2 yrs. Both genetic and epigenetic alterations in gene expression contribute significantly to the development of AI. To investigate this we have used an in vitro cell line model of AI prostate cancer from which we have identified a number of differentially expressed genes associated with progression to AI in prostate cancer. We used an in vitro cell line model of AI prostate cancer, to study differential gene expression using cDNA microarray analysis and corroborated the microarray results with Ribonuclease Protection Assay (RPA). Approximately 4480 out of 7075 (63.3%) cDNA cloned genes were differentially expressed, of which, 6 genes were differentially expressed by at least fivefold. RPA was used to corroborate the microarray results for the five most highly differentially expressed genes. Using an in vitro cell line model and microarray analysis we have identified a number of candidate genes for further investigation in AI prostate cancer.
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Affiliation(s)
- K C Balaji
- Department of Surgery, Division of Urology, University of Nebraska Medical Center, Omaha, NE 68198-2360, USA.
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198
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van den Brûle F, Califice S, Castronovo V. Expression of galectins in cancer: a critical review. Glycoconj J 2004. [PMID: 14758077 DOI: 10.1023/b: glyc.0000014083.48508.6a] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
A large body of literature has examined and described galectin expression in cancer. Discrepancies have been observed in the reported data, which hampered clear understanding of the expression profiles. This relates to the use of different types of methods that evaluate either global or specific gene expression in heterogeneous cancer tissue samples, type of antibodies used in immunohistochemistry and procedures of comparison of gene expression. In this manuscript, we review the main data concerning expression of galectins in human cancer. Only galectin-1 and galectin-3, the most abundant and examined galectins, will be examined here.
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Affiliation(s)
- Frédéric van den Brûle
- Metastasis Research Laboratory and Center for Research in Experimental Cancerology, Pathology B23, Sart Tilman, B-4000 Liège, Belgium.
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Wang E, Lichtenfels R, Bükur J, Ngalame Y, Panelli MC, Seliger B, Marincola FM. Ontogeny and Oncogenesis Balance the Transcriptional Profile of Renal Cell Cancer. Cancer Res 2004; 64:7279-87. [PMID: 15492247 DOI: 10.1158/0008-5472.can-04-1597] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Global transcript analysis is increasingly used to describe cancer taxonomies beyond the microscopic reach of the eye. Diagnostic and prognostic portraits are formulated by ranking cancers according to transcriptional proximity. However, the role that distinct biological factors play in defining these portraits remains undefined. It is likely that the transcriptional repertoire of cancers depends, on one hand, on the anamnestic retention of their ontogenesis and, on the other, on the emergence of novel expression patterns related to oncogenesis. We compared the transcriptional profile of primary renal cell cancers (RCCs) with that of normal kidney tissue and several epithelial cancers of nonrenal origin to weigh the contribution that ontogeny and oncogenesis make in molding their genetic profile. Unsupervised global transcript analysis demonstrated that RCCs retain transcriptional signatures related to their ontogeny and cluster close to normal renal epithelium. When renal lineage-associated genes are removed from the analysis and cancer-specific genes are analyzed, RCCs segregate with other cancers with limited lineage specificity underlying a predominance of the oncogenic process over lineage specificity. However, a RCC-specific set of oncogenesis-related genes was identified and surprisingly shared by sarcomas. In summary, the transcriptional portrait of primary RCCs is largely dominated by ontogeny. Genes responsible for lineage specificity may represent poor molecular targets for immune or drug therapy. Most genes associated with oncogenesis are shared with other cancers and may represent better therapeutic targets. Finally, a small subset of genes is associated with lineage-specific oncogenesis, and these may provide information regarding the biological behavior of RCCs and facilitate diagnostic classification of RCCs.
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Affiliation(s)
- Ena Wang
- Immunogenetics Section, Department of Transfusion Medicine, Clinical Center, National Institutes of Health, Bethesda, Maryland, USA
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Bazille C, Allory Y, Molinié V, Vieillefond A, Cochand-Priollet B, Cussenot O, Callard P, Sibony M. Caractérisation immunohistochimique des principaux types histologiques de tumeurs rénales épithéliales étudiées par tissue-arrays sur une série de 310 cas. Ann Pathol 2004; 24:395-406. [PMID: 15738865 DOI: 10.1016/s0242-6498(04)93995-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Diagnosis of renal epithelial tumours of adult is often easily made. Nevertheless, it can be difficult to distinguish clear cell carcinoma (CCC) and chromophobe carcinoma (CCHRO), or the eosinophilic variants of CCC and CCHRO with papillary carcinoma (CTP) and oncocytoma (ONCO). The objective is to study and validate immunohistochemical phenotypes of these tumours and to evaluate if they are helpful and to define a diagnostic strategy. MATERIALS AND METHODS 310 tumours (75 CCC, 89 CTP, 50 CCHRO and 96 ONCO) were collected and put on 4 tissue-arrays blocks. Immunohistochemical stainings were performed with some usual antibodies: pancytokeratin AE1-AE3, EMA, vimentin, CD10, CK7, CK20 and RCC (Renal Cell Carcinoma). RESULTS Pancytokeratin AE1-AE3 is expressed mainly in CTP (82.5%). The cytoplasmic staining of EMA is seen in almost all CCHRO (98%) and more than half of CTP (57%). Vimentin is rather specific of CCC (54.5%) and CTP (85%) whereas it is negative in ONCO and CCHRO. CD10 is expressed in the majority of CCC (86.5%) and in some of CTP and CCHRO 65 and 39% respectively. CK7 is rather specific of CTP and CCHRO with 79 and 81.5% of positivity rate. Based on statistical analysis, we have built a diagnostical tree allowing to distinguish 79% of tumours using only three antibodies: CK7, vimentin and CD10. CONCLUSION CCC are CK7-/Vim-/CD10+ or CK7-/Vim+; CTP are CK7+/Vim+; CCHRO are CK7+/Vim-; and ONCO CK7-/Vim-/CD10-. In the oncocytoma/chromophobe group, ONCO are more often CK7-/EMA- and CCHRO CK7+/EMA+.
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Affiliation(s)
- Céline Bazille
- Service d'Anatomie Pathologique, Hôpital Tenon, 4 rue de la Chine, 75020 Paris
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