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1.
ESMO Open ; 7(2): 100399, 2022 04.
Article in English | MEDLINE | ID: mdl-35202954

ABSTRACT

BACKGROUND: Liquid biopsy (LB) is a rapidly evolving diagnostic tool for precision oncology that has recently found its way into routine practice as an adjunct to tissue biopsy (TB). The concept of LB refers to any tumor-derived material, such as circulating tumor DNA (ctDNA) or circulating tumor cells that are detectable in blood. An LB is not limited to the blood and may include other fluids such as cerebrospinal fluid, pleural effusion, and urine, among others. PATIENTS AND METHODS: The objective of this paper, devised by international experts from various disciplines, is to review current challenges as well as state-of-the-art applications of ctDNA mutation testing in metastatic non-small-cell lung cancer (NSCLC). We consider pragmatic scenarios for the use of ctDNA from blood plasma to identify actionable targets for therapy selection in NSCLCs. RESULTS: Clinical scenarios where ctDNA mutation testing may be implemented in clinical practice include complementary tissue and LB testing to provide the full picture of patients' actual predictive profiles to identify resistance mechanism (i.e. secondary mutations), and ctDNA mutation testing to assist when a patient has a discordant clinical history and is suspected of showing intertumor or intratumor heterogeneity. ctDNA mutation testing may provide interesting insights into possible targets that may have been missed on the TB. Complementary ctDNA LB testing also provides an option if the tumor location is hard to biopsy or if an insufficient sample was taken. These clinical use cases highlight practical scenarios where ctDNA LB may be considered as a complementary tool to TB analysis. CONCLUSIONS: Proper implementation of ctDNA LB testing in routine clinical practice is envisioned in the near future. As the clinical evidence of utility expands, the use of LB alongside tissue sample analysis may occur in the patient cases detailed here.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Circulating Tumor DNA , Lung Neoplasms , Carcinoma, Non-Small-Cell Lung/diagnosis , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Circulating Tumor DNA/genetics , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Mutation , Precision Medicine
3.
Urologe A ; 54(6): 800-3, 2015 Jun.
Article in German | MEDLINE | ID: mdl-25758237

ABSTRACT

Advanced clear cell renal cell carcinoma is characterized by extensive intratumoral genomic heterogeneity and branched as well as convergent evolutionary traits with genomically different subclones evolving in parallel in the same tumor. Distinct driver mutations can be found in spatially separated subclones, which may hinder the development of novel targeted therapies. However, truncal mutations of the VHL tumor suppressor gene and chromosome 3p loss were ubiquitously detected and will hence continue to be a focus of future drug development. Nevertheless, genomic instability, enhanced tumor genome plasticity and intratumoral heterogeneity are likely to represent major challenges towards biomarker development and personalized patient care.


Subject(s)
Carcinoma, Renal Cell/genetics , Cell Plasticity/genetics , Kidney Neoplasms/genetics , Neoplasm Proteins/genetics , Translational Research, Biomedical/trends , Animals , Carcinoma, Renal Cell/therapy , Evolution, Molecular , Genetic Predisposition to Disease/genetics , Genetic Therapy/trends , Genomic Instability , Humans , Kidney Neoplasms/therapy , Molecular Targeted Therapy/trends , Polymorphism, Single Nucleotide/genetics
4.
Cell Death Dis ; 5: e1195, 2014 Apr 24.
Article in English | MEDLINE | ID: mdl-24763052

ABSTRACT

The epigenetic sensor BRD4 (bromodomain protein 4) is a potent target for anti-cancer therapies. To study the transcriptional impact of BRD4 in cancer, we generated an expression signature of BRD4 knockdown cells and found oxidative stress response genes significantly enriched. We integrated the RNA-Seq results with DNA-binding sites of BRD4 generated by chromatin immunoprecipitations, correlated these with gene expressions from human prostate cancers and identified 21 top BRD4 candidate genes among which the oxidative stress pathway genes KEAP1, SESN3 and HDAC6 are represented. Knock down of BRD4 or treatment with the BRD4 inhibitor JQ1 resulted in decreased reactive oxygen species (ROS) production and increased cell viability under H2O2 exposure. Consistently, a deregulation of BRD4 diminished the KEAP1/NRF2 axis and led to a disturbed regulation of the inducible heme oxygenase 1 (HMOX1). Without exogenous stress induction, we also found BRD4 directly targeting the HMOX1 promoter over the SP1-binding sites. Our findings provide insight into the transcriptional regulatory network of BRD4 and highlight BRD4 as signal transducer of the cellular response to oxidative stress.


Subject(s)
Intracellular Signaling Peptides and Proteins/metabolism , NF-E2-Related Factor 2/metabolism , Nuclear Proteins/metabolism , Transcription Factors/metabolism , Azepines/pharmacology , Base Sequence , Binding Sites , Cell Cycle Proteins , Cell Survival/drug effects , DNA, Neoplasm/metabolism , Gene Expression Regulation, Neoplastic/drug effects , Gene Knockdown Techniques , Heme Oxygenase-1/genetics , Heme Oxygenase-1/metabolism , Humans , Kelch-Like ECH-Associated Protein 1 , Male , Models, Biological , Molecular Sequence Data , Nucleotide Motifs/genetics , Oxidative Stress/drug effects , Oxidative Stress/genetics , Prostatic Neoplasms/genetics , Prostatic Neoplasms/pathology , Protein Binding/drug effects , Protoporphyrins/pharmacology , Reactive Oxygen Species/metabolism , Sp1 Transcription Factor/metabolism , Transcription, Genetic/drug effects , Triazoles/pharmacology
5.
Urologe A ; 52(9): 1283-9, 2013 Sep.
Article in German | MEDLINE | ID: mdl-23942742

ABSTRACT

BACKGROUND: Urologic cancers comprise one quarter of all newly diagnosed cancers per year in Germany. In addition to the increasing incidence treatment of solid and hematological tumors has become more differentiated, complex and potentially more effective as well as more expensive. Following the example of the USA multidisciplinary translational comprehensive cancer centers (CCCs) have been established in Germany. The financial support from the government and nonprofit organizations, such as the German Cancer Aid aims to ensure and to optimize treatment of tumor patients now and in the future. Coupled with this development new funding opportunities for translational research are opening up for the participating clinical and scientific partners. DISCUSSION: Just as attractive and coherent integration of urology into the structures of a CCC where available appears to be, just as controversial is the professional modus operandi. Using the example of the National Center for Tumor Diseases in Heidelberg (NCT), the current manuscript discusses the risks and opportunities of this new centralized form of oncological care in urology. Detailed knowledge of organizational structures, clinical operations and funding is a prerequisite for any partner of a CCC to succeed in such a highly demanding environment as a specialty instead of becoming mere surgical proceduralists.


Subject(s)
Models, Organizational , Oncology Service, Hospital/organization & administration , Translational Research, Biomedical/organization & administration , Urologic Neoplasms/diagnosis , Urologic Neoplasms/therapy , Urology/organization & administration , Germany , Humans , Organizational Objectives
6.
Prostate Cancer Prostatic Dis ; 14(1): 38-45, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21102547

ABSTRACT

The purpose of this work was to investigate the role of the ubiquitin-proteasome network (UPN) in prostate cancer (PCA) and to elicit potential markers for this disease. The UPN represents a key factor in the maintenance of cellular homoeostasis as a result of its fundamental function in the regulation of intracellular protein degradation. Members of this network have a role in the biology of haematological and solid tumours. Tumour cells and normal epithelial cells from 22 prostatectomy specimens were isolated by laser microdissection. Prostate biopsy samples from healthy individuals served for technical calibration and as controls. Transcript levels of eight selected genes with E3 ubiquitin ligase activity (labelling target proteins for proteasome degradation) and two genes belonging to the proteasome-multienzyme complex itself were analysed by quantitative real-time RT-PCR. The proteasome genes PSMC4 and PSMB5 and the E3 ubiquitin ligase NEDD4L were significantly and coherently upregulated in PCA cells compared with the corresponding adjacent normal prostate tissue. Transcription of the E3 ubiquitin ligase SMURF2 was significantly higher in organ-confined tumours (pT2) compared with non-organ-confined cancers (pT3). The results indicate a role for PSMC4 and PSMB5 and the E3 ubiquitin ligase NEDD4L in prostate tumourigenesis, whereas SMURF2 downregulation could be associated with clinical progression. NEDD4L and SMURF2 both target transforming growth factor (TGF)-ß for degradation. This reflects the pleiotropic role of the TGF-ß signalling pathway acting as a tumour suppressor in normal and pre-cancerous cells, but having oncogenic properties in progressing cancer. Further studies have to elucidate whether these alterations could represent clinically relevant PCA-diagnostic and progression markers.


Subject(s)
Carcinoma/metabolism , Prostatic Neoplasms/metabolism , Proteasome Endopeptidase Complex/genetics , Transcription, Genetic , Ubiquitin-Protein Ligases/genetics , ATPases Associated with Diverse Cellular Activities , Adult , Aged , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Carcinoma/pathology , Endosomal Sorting Complexes Required for Transport/genetics , Endosomal Sorting Complexes Required for Transport/metabolism , Humans , Male , Middle Aged , Nedd4 Ubiquitin Protein Ligases , Pilot Projects , Prostatic Neoplasms/pathology , Proteasome Endopeptidase Complex/metabolism , Signal Transduction , Transforming Growth Factor beta/metabolism , Ubiquitin-Protein Ligases/metabolism
7.
Dtsch Med Wochenschr ; 134(11): 519-21, 2009 Mar.
Article in German | MEDLINE | ID: mdl-19259908

ABSTRACT

The microarray technology allows simultaneous analysis of the global gene expression in cells and tissues. In tumor diseases, important transcriptional changes of genes have been unravelled by this method. The resulted gene expression profiles can be used for the prediction of diagnosis, prognosis or therapeutic outcome, as well as for the identification of novel drug targets. Our review depicts state-of-the-art, limitations, translational applications and future directions concerning microarray analyses in lung cancer.


Subject(s)
Antineoplastic Agents/therapeutic use , Gene Expression Profiling , Lung Neoplasms/genetics , Oligonucleotide Array Sequence Analysis , Cytogenetic Analysis , Diagnosis, Differential , Genome, Human , Humans , Prognosis , Treatment Outcome
8.
Pathologe ; 30(2): 111-6, 2009 Mar.
Article in German | MEDLINE | ID: mdl-19139898

ABSTRACT

Significant cellular alterations required for the development and progression of cancers are detectable at the molecular level and represent potential targets for gene-specific therapies. Modern chip techniques allow the parallel analysis of virtually all known human genes and proteins in a single experiment. Using modern high-throughput techniques, numerous potential new biomarkers for the diagnosis and prediction of prostate cancer have been identified. However, so far none of these markers has improved clinical practice. One of the most important challenges in the coming years is the extensive clinical validation of molecular data using clinically relevant end points. For this venture the pivotal prerequisite is the availability of large, comprehensively annotated and standardized high-quality bioresources.


Subject(s)
Genetic Markers/genetics , Prostatic Neoplasms/genetics , Prostatic Neoplasms/pathology , DNA, Neoplasm/genetics , Humans , Male , Molecular Biology/methods , Neoplasm Proteins/genetics , Oligonucleotide Array Sequence Analysis , Predictive Value of Tests , RNA, Messenger/genetics , RNA, Neoplasm/genetics , Reproducibility of Results
9.
Urologe A ; 47(9): 1193-8, 2008 Sep.
Article in German | MEDLINE | ID: mdl-18712514

ABSTRACT

Significant cellular alterations required for the development and progression of cancers are detectable at the molecular level and represent potential targets for gene-specific therapies. Modern chip techniques allow the parallel analysis of virtually all known human genes and proteins in a single experiment. Using modern high-throughput techniques, numerous potential new biomarkers for the diagnosis and prediction of prostate cancer have been identified. However, so far none of these markers has improved clinical practice. One of the most important challenges in the coming years is the extensive clinical validation of molecular data using clinically relevant end points. For this venture the pivotal prerequisite is the availability of large, comprehensively annotated and standardized high-quality bioresources.


Subject(s)
Biomarkers, Tumor/genetics , Cell Transformation, Neoplastic/genetics , Prostatic Neoplasms/genetics , Antineoplastic Agents/therapeutic use , Cell Transformation, Neoplastic/pathology , DNA Mutational Analysis , Drug Delivery Systems , Genetic Testing , Humans , Male , Neoplasm Staging , Prognosis , Prostate/pathology , Prostate-Specific Antigen/blood , Prostatic Neoplasms/diagnosis , Prostatic Neoplasms/drug therapy , Prostatic Neoplasms/pathology , Proteomics
10.
J Pathol ; 216(2): 225-35, 2008 Oct.
Article in English | MEDLINE | ID: mdl-18729075

ABSTRACT

Gastrointestinal stromal tumours (GISTs) with deletions in KIT exon 11 are characterized by higher proliferation rates and shorter disease-free survival times, compared to GISTs with KIT exon 11 point mutations. Up-regulation of cyclin D is a crucial event for entry into the G1 phase of the cell cycle, and links mitogenic signalling to cell proliferation. Signalling from activated KIT to cyclin D is directed through the RAS/RAF/ERK, PI3K/AKT/mTOR/EIF4E, and JAK/STATs cascades. ERK and STATs initiate mRNA transcription of cyclin D, whereas EIF4E activation leads to increased translation efficiency and reduced degradation of cyclin D protein. The aim of the current study was to analyse the mRNA and protein expression as well as protein phosphorylation of central hubs of these signalling cascades in primary GISTs, to evaluate whether tumours with KIT exon 11 deletions and point mutations differently utilize these pathways. GISTs with KIT exon 11 deletions had significantly higher mitotic counts, higher proliferation rates, and shorter disease-free survival times. In line with this, they had significantly higher expression of cyclin D on the mRNA and protein level. Furthermore, there was a significantly higher amount of phosphorylated ERK1/2, and a higher protein amount of STAT3, mTOR, and EIF4E. PI3K and phosphorylated AKT were also up-regulated, but this was not significant. Ultimately, GISTs with KIT exon 11 deletions had significantly higher phosphorylation of the central negative cell-cycle regulator RB. Phosphorylation of RB is accomplished by activated cyclin D/CDK4/6 complex, and marks a central event in the release of the cell cycle. Altogether, these observations suggest increased KIT signalling with up-regulation of cyclin D as the basis for the unfavourable clinical course in GISTs with KIT exon 11 deletions.


Subject(s)
Cyclins/genetics , Gastrointestinal Stromal Tumors/genetics , Proto-Oncogene Proteins c-kit/genetics , Up-Regulation , Aged , Aged, 80 and over , Cell Proliferation , Cyclin D , Cyclins/metabolism , Disease-Free Survival , Exons , Female , Gastrointestinal Stromal Tumors/mortality , Gastrointestinal Stromal Tumors/pathology , Gene Expression Regulation, Neoplastic , Humans , Male , Middle Aged , Protein Array Analysis , Proto-Oncogene Proteins c-kit/metabolism , Reverse Transcriptase Polymerase Chain Reaction/methods , Sequence Deletion , Signal Transduction/genetics , Stomach Neoplasms/genetics , Stomach Neoplasms/mortality , Stomach Neoplasms/pathology
11.
J Pathol ; 215(3): 253-62, 2008 Jul.
Article in English | MEDLINE | ID: mdl-18438954

ABSTRACT

Loss of chromosome 9p is a reliable predictor of malignant behaviour in gastrointestinal stromal tumours (GISTs). p16INK4A located at 9p21 inhibits the CDK4/6/cyclin D complex from phosphorylating RB. Phosphorylation of RB through CDK4/6/cyclin D in early G(1) phase frees the transcription factor E2F1 from RB and enables mRNA transcription of genes essential for G(1)/S phase transition. This study aims to determine the impact of 9p loss on mRNA and protein expression of p16INK4A and further key cell cycle regulators in the different phases of the cell cycle. Sixty primary GISTs previously characterized for 9p loss by comparative genomic hybridization were analysed for mRNA expression of p16INK4A, p15INK4B, CDK4, CDK6, cyclin D, p21CIP1p27KIP1, CDK2, cyclin E, cyclin B, RB and E2F1, using quantitative RT-PCR. The protein expression of CDK6, CDK2, p21CIP1, p27KIP1 and phosphorylated RB (S807/S811) was evaluated using protein arrays as a novel and highly sensitive platform for profiling of protein abundance and protein phosphorylation. In parallel, the nuclear percentages of immunohistochemical staining for p16INK4A, cyclin D, E2F1 and RB were quantified on a tissue microarray. GISTs with 9p loss had significantly higher proliferation rates, higher metastatic behaviour and shorter disease-free survival. On the molecular level, GISTs with 9p loss had a significantly reduced mRNA as well as nuclear protein expression of p16INK4A. RB was significantly more phosphorylated in these tumours, together with increased mRNA expression and nuclear staining for E2F1. Furthermore, GISTs with 9p loss had up-regulation of the late G1/S phase promoters CDK2 and cyclin E. We conclude that loss of 9p accompanied by early G1 phase inhibitor p16(INK4A) down-regulation in GISTs facilitates phosphorylation of RB, enabling E2F1-dependent transcription of genes essential for late G1/S phase transition. This study provides a possible basis for the accelerated proliferation and particularly malignant behaviour in GISTs with 9p loss.


Subject(s)
Cyclin-Dependent Kinase Inhibitor p16/genetics , Gastrointestinal Stromal Tumors/genetics , Gene Deletion , Gene Expression Regulation, Neoplastic , Cell Cycle Proteins/genetics , Cyclin-Dependent Kinase Inhibitor p16/analysis , Disease Progression , E2F1 Transcription Factor/analysis , E2F1 Transcription Factor/metabolism , Gene Expression , Gene Expression Profiling , Genes, Retinoblastoma , Humans , Immunohistochemistry , Oligonucleotide Array Sequence Analysis , Proportional Hazards Models , RNA, Messenger/analysis , Reverse Transcriptase Polymerase Chain Reaction/methods
12.
J Pathol ; 214(5): 617-26, 2008 Apr.
Article in English | MEDLINE | ID: mdl-18266311

ABSTRACT

Osteocytes are the most abundant bone cells, playing important roles in tissue maintenance. Little is known of how they react in vivo to cancer stress. Here we present a comparative study of the effect of a bone-residing tumour (myeloma) and metastases of bone-remote cancers on osteocytes. While no differences in morphology of the bone are seen, the changes in the transcriptome of osteocytes are specifically related to the tumour stress present. Screening approximately 22 000 genes in osteocytes prepared from cryosections of native bone using laser-supported microdissection, we observed approximately 1400 and approximately 1800 gene expression differences between osteocytes dissected from normal bone compared with those associated with metastases and multiple myeloma, respectively. The genes up-regulated due to the stress exerted by metastases were repressed by multiple myeloma and vice versa, indicating stress-specific footprints in the transcriptome of osteocytes. Functionally, the stressors seem to impose selective pressures on signalling pathways such as that of TGFbeta, a major player in bone biology. Our data show for the first time that the transcriptome of osteocytes in vivo becomes strongly affected by cancer stress, generating gene expression footprints which, in contrast to comparable morphological changes, appear to relate to the nature of cancer and might thus become helpful in distinguishing different bone diseases.


Subject(s)
Bone Neoplasms/metabolism , Bone Neoplasms/secondary , Multiple Myeloma/metabolism , Osteocytes/metabolism , Aged , Bone Neoplasms/pathology , DNA, Complementary/genetics , DNA, Neoplasm/genetics , Female , Gene Expression Profiling , Humans , Male , Microdissection , Middle Aged , Multiple Myeloma/pathology , Osteocytes/pathology , Reverse Transcriptase Polymerase Chain Reaction/methods , Signal Transduction , Transcription, Genetic , Transforming Growth Factor beta/genetics , Transforming Growth Factor beta/physiology , Up-Regulation
13.
Osteoarthritis Cartilage ; 16(1): 48-60, 2008 Jan.
Article in English | MEDLINE | ID: mdl-17604188

ABSTRACT

OBJECTIVE: Mesenchymal stem cells (MSCs) are a population of cells broadly discussed to support cartilage repair. The differentiation of MSCs into articular chondrocytes is, however, still poorly understood on the molecular level. The aim of this study was to perform an almost genome-wide screen for genes differentially expressed between cartilage and MSCs and to extract new markers useful to define chondrocyte differentiation stages. METHODS: Gene expression profiles of MSCs (n=8) and articular cartilage from OA patients (n=7) were compared on a 30,000 cDNA-fragment array and differentially expressed genes were extracted by subtraction. Expression of selected genes was assessed during in vitro chondrogenic differentiation of MSCs and during dedifferentiation of expanded chondrocytes using quantitative and semi-quantitative reverse transcriptase-polymerase chain reaction (RT-PCR). Protein secretion was measured by enzyme-linked immunosorbent assay. RESULTS: Eighty-seven genes were differentially expressed between MSCs and cartilage with a more than three-fold difference. Sixty-seven of them were higher expressed in cartilage and among them 15 genes were previously not detected in cartilage. Differential expression was confirmed for 69% of 26 reanalysed genes by RT-PCR. The profiles of three unknown transcripts and six protease-related molecules were characterised during differentiation. SERPINA1 and SERPINA3 mRNA expression correlated with chondrogenic differentiation of MSCs and dedifferentiation of chondrocytes, and SERPINA1 protein levels in culture supernatants could be correlated alike. CONCLUSIONS: cDNA-array analysis identified SERPINA1 and A3 as new differentiation-relevant genes for cartilage. Since SERPINA1 secretion correlated with both chondrogenesis of MSCs and dedifferentiation during chondrocyte expansion, it represents an attractive marker for refinement of chondrocyte differentiation.


Subject(s)
Cartilage, Articular/cytology , Chondrocytes/cytology , Chondrogenesis , Gene Expression Profiling , Mesenchymal Stem Cells/cytology , Osteoarthritis/genetics , Adult , Aged , Aged, 80 and over , Antigens, Differentiation/genetics , Cartilage, Articular/metabolism , Cell Differentiation , Chondrocytes/metabolism , Enzyme-Linked Immunosorbent Assay , Humans , Mesenchymal Stem Cells/metabolism , Microarray Analysis , Middle Aged , Oligonucleotide Array Sequence Analysis , Osteoarthritis/metabolism , Osteoarthritis/pathology , RNA, Messenger/analysis , RNA, Messenger/genetics , Reverse Transcriptase Polymerase Chain Reaction , Serpins/genetics , Serpins/metabolism , alpha 1-Antitrypsin/genetics , alpha 1-Antitrypsin/metabolism
14.
Oncogene ; 27(9): 1320-6, 2008 Feb 21.
Article in English | MEDLINE | ID: mdl-17724469

ABSTRACT

Vacuole membrane protein 1 (Vmp1) is described as a cancer-relevant cell cycle modulator, but the function of this protein and its mode of action in tumor progression are still unknown. In this study, we show that the VMP1 mRNA level is significantly reduced in kidney cancer metastases as compared to primary tumors. Further, VMP1 expression is also decreased in the invasive breast cancer cell lines HCC1954 and MDA-MB-231 as compared to the non-invasive cell lines MCF-12A, T-47D and MCF-7. We show for the first time that Vmp1 is a plasma membrane protein and an essential component of initial cell-cell contacts and tight junction formation. It interacts with the tight junction protein Zonula Occludens-1 and colocalizes in spots between neighboring HEK293 cells. Downregulation of VMP1 by RNAi results in loss of cell adherence, and increases the invasion capacity of the non-invasive kidney cancer cell line Caki-2. In conclusion, our findings establish Vmp1 to be a novel cell-cell adhesion protein and that its expression level determines the invasion and metastatic potential of cancer cells.


Subject(s)
Breast Neoplasms/pathology , Carcinoma, Ductal, Breast/pathology , Kidney Neoplasms/pathology , Membrane Proteins/antagonists & inhibitors , Membrane Proteins/genetics , Vacuoles/chemistry , Animals , Breast Neoplasms/chemistry , Breast Neoplasms/genetics , COS Cells , Carcinoma, Ductal, Breast/chemistry , Carcinoma, Ductal, Breast/genetics , Cell Adhesion/genetics , Cell Communication/genetics , Cell Line , Cell Line, Tumor , Chlorocebus aethiops , Female , Humans , Kidney Neoplasms/chemistry , Kidney Neoplasms/genetics , Membrane Proteins/biosynthesis , Neoplasm Invasiveness , Tight Junctions/chemistry , Tight Junctions/metabolism , Tight Junctions/pathology , Tumor Cells, Cultured , Vacuoles/pathology
15.
J Comput Biol ; 14(9): 1217-28, 2007 Nov.
Article in English | MEDLINE | ID: mdl-17990974

ABSTRACT

The matter of concern are algorithms for the discrimination of direct from indirect regulatory effects from an interaction graph built up by error-prone measurements. Many of these algorithms can be cast as a rule for the removal of a single edge of the graph, such that the remaining graph is still consistent with the data. A set of mild conditions is given under which iterated application of such a rule leads to a unique minimal consistent graph. We show that three of the common methods for direct interactions search fulfill these conditions, thus providing a justification of their use. The main issues a reconstruction algorithm has to deal with, are the noise in the data, the presence of regulatory cycles, and the direction of the regulatory effects. We introduce a novel rule that, in contrast to the previously mentioned methods, simultaneously takes into account all these aspects. An efficient algorithm for the computation of the minimal graph is given, whose time complexity is cubic in the number of vertices of the graph. Finally, we demonstrate the utility of our method in a simulation study.


Subject(s)
Gene Regulatory Networks , Algorithms , Computer Graphics , Computer Simulation
17.
Urologe A ; 45(3): 297-8, 300-4, 2006 Mar.
Article in German | MEDLINE | ID: mdl-16465525

ABSTRACT

Within the framework of the large interdisciplinary projects in biology, in particular the human genome project, a variety of novel technologies with unprecedented value for the analysis of clinical issues have been developed. DNA microarrays are a prominent example of this: they are powerful tools to investigate global gene expression in tumors and their corresponding normal tissues, to classify tumors based on their molecular properties, and to identify novel targets for future tumor therapy. Here, we review recent results of global gene expression analyses in renal cell carcinoma and discuss their implications for the diagnosis, prognosis, and therapy of human cancer.


Subject(s)
Carcinoma, Renal Cell/genetics , Genetic Markers/genetics , Kidney Neoplasms/genetics , Oligonucleotide Array Sequence Analysis , Carcinoma, Renal Cell/diagnosis , Carcinoma, Renal Cell/mortality , Carcinoma, Renal Cell/therapy , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/physiology , Humans , Kidney Neoplasms/diagnosis , Kidney Neoplasms/mortality , Kidney Neoplasms/therapy , Prognosis , Survival Rate
18.
Verh Dtsch Ges Pathol ; 86: 153-64, 2002.
Article in English | MEDLINE | ID: mdl-12647365

ABSTRACT

AIMS: Our aim was to prepare a comprehensive catalogue of the changes in gene expression accompanying the development and progression of renal cell carcinoma, and to correlate these with histo-pathological, cytogenetic and clinical findings. METHODS: mRNA samples from paired neoplastic and non-cancerous human kidney tissue were labeled and hybridized in duplicate against high-density cDNA arrays. Two array technologies were used: 31,500-element transcriptome-wide nylon arrays for hybridization with 37 radioactively labelled sample pairs, and 4200-element kidney- and cancer-specific glass microarrays for hybridization with 19 fluorescently labelled sample pairs. RESULTS: We identified more than 1700 cDNA clones that show differential transcription levels in kidney tumor tissue compared to normal kidney tissue. The functional classification of 389 annotated genes provided views of the changes in the activities of specific biological processes in renal cancer. Among the biological processes with a large proportion of up-regulated genes we found cell adhesion, signal transduction, and nucleotide metabolism. Down-regulated processes included small molecule transport, ion homeostasis, and oxygen and radical metabolism. Furthermore, we explored the feasibility of molecular diagnosis for renal cell tumors using cDNA microarrays on glass slides, investigating the association of transcription levels with tumor type, progression, and a putative prognostic variable. The experimental data is available from the GEO gene expression database (http://www.ncbi.nlm.nih.gov/geo; accession no. GSE3), and a comprehensive presentation of the results is available in the web supplement (http://www.dkfz-heidelberg.de/abt0840/whuber/rcc). CONCLUSION: Transcription profiling using high-density cDNA arrays is a powerful method with the potential to improve cancer diagnosis and prognosis. The identification and classification of differentially transcribed genes, as described in our study, is the beginning of a more complete understanding of kidney cancer.


Subject(s)
Carcinoma, Renal Cell/genetics , Gene Expression Profiling/methods , Kidney Neoplasms/genetics , Transcription, Genetic , Gene Expression Regulation, Neoplastic , Humans
19.
Genome Res ; 11(11): 1861-70, 2001 Nov.
Article in English | MEDLINE | ID: mdl-11691851

ABSTRACT

We investigated the changes in gene expression accompanying the development and progression of kidney cancer by use of 31,500-element complementary DNA arrays. We measured expression profiles for paired neoplastic and noncancerous renal epithelium samples from 37 individuals. Using an experimental design optimized for factoring out technological and biological noise, and an adapted statistical test, we found 1738 differentially expressed cDNAs with an expected number of six false positives. Functional annotation of these genes provided views of the changes in the activities of specific biological pathways in renal cancer. Cell adhesion, signal transduction, and nucleotide metabolism were among the biological processes with a large proportion of genes overexpressed in renal cell carcinoma. Down-regulated pathways in the kidney tumor cells included small molecule transport, ion homeostasis, and oxygen and radical metabolism. Our expression profiling data uncovered gene expression changes shared with other epithelial tumors, as well as a unique signature for renal cell carcinoma. [Expression data for the differentially expressed cDNAs are available as a Web supplement at http://www.dkfz-heidelberg.de/abt0840/whuber/rcc.]


Subject(s)
Carcinoma, Renal Cell/classification , Carcinoma, Renal Cell/genetics , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic/genetics , Kidney Neoplasms/classification , Kidney Neoplasms/genetics , Oligonucleotide Array Sequence Analysis/methods , Clone Cells , Down-Regulation/genetics , Genes, Neoplasm/genetics , Humans , Organ Specificity/genetics , Signal Transduction/genetics
20.
J Immunol ; 165(12): 6984-93, 2000 Dec 15.
Article in English | MEDLINE | ID: mdl-11120825

ABSTRACT

In the HLA, H2, and other mammalian MHC:, the class I and II loci are separated by the so-called class III region comprised of approximately 60 genes that are functionally and evolutionarily unrelated to the class I/II genes. To explore the origin of this island of unrelated loci in the middle of the MHC: 19 homologues of HLA class III genes, we identified 19 homologues of HLA class III genes as well as 21 additional non-class I/II HLA homologues in the zebrafish and mapped them by testing a panel of 94 zebrafish-hamster radiation hybrid cell lines. Six of the HLA class III and eight of the flanking homologues were found to be linked to the zebrafish class I (but not class II) loci in linkage group 19. The remaining homologous loci were found to be scattered over 14 zebrafish linkage groups. The linkage group 19 contains at least 25 genes (not counting the class I loci) that are also syntenic on human chromosome 6. This gene assembly presumably represents the pre-MHC: that existed before the class I/II genes arose. The pre-MHC: may not have contained the complement and other class III genes involved in immune response.


Subject(s)
Conserved Sequence , HLA Antigens/genetics , Major Histocompatibility Complex/genetics , Major Histocompatibility Complex/immunology , Radiation Hybrid Mapping/methods , Zebrafish/genetics , Zebrafish/immunology , Animals , Chromosome Mapping , Computational Biology/methods , Genetic Linkage/immunology , Humans , Phylogeny , Sequence Homology, Nucleic Acid
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