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1.
Article in English | MEDLINE | ID: mdl-38054369

ABSTRACT

There is a regulatory need for crop development dates to assess current default values used within chemical exposure assessments as well as to justify refinements within risk assessments. However, a readily available pan-European crop phenology database covering key FOrum for the Co-ordination of pesticide fate models and their USe (FOCUS) crops and scenarios to meet this need is not currently available. Therefore, we describe the development of a harmonized, pan-European, CropLife Europe Crop Development Database (C2D2), that is fully aligned with this regulatory requirement utilizing efficacy trials data generated for regulatory submissions when registering plant protection products under Regulation (EU)1107/2009. Evaluation of C2D2 against an independent data set showed good agreement for equivalent time periods, crop growth stages, and geographical regions. We illustrate how this database can be used to evaluate existing default crop development dates mandated by regulatory agencies for use within exposure assessments. Despite the large data set compiled and the geographical coverage of C2D2, not all FOCUSsw/gw scenarios have sufficient data to facilitate comparison, with less significant scenarios, like FOCUSgw Porto, being underrepresented. For those scenarios with sufficient data, clear differences between C2D2 and crop development dates assumed in the FOCUS modeling framework (using the AppDate tool) are often indicated over many growth stages, suggesting that amendment of the existing representation of crop development within the risk assessment process may be required. C2D2 is freely available under a Creative Commons license to facilitate innovation in exposure science to allow for more accurate and realistic risk assessment leading to enhanced crop and environmental protection. Integr Environ Assess Manag 2023;00:1-15. © 2023 CropLife Europe (Corteva Agriscience) and The Authors. Integrated Environmental Assessment and Management published by Wiley Periodicals LLC on behalf of Society of Environmental Toxicology & Chemistry (SETAC).

2.
Elife ; 102021 02 12.
Article in English | MEDLINE | ID: mdl-33588990

ABSTRACT

Adaptation to shifting temperatures is crucial for the survival of the bacterial pathogen Vibrio cholerae. Here, we show that colony rugosity, a biofilm-associated phenotype, is regulated by temperature in V. cholerae strains that naturally lack the master biofilm transcriptional regulator HapR. Using transposon-insertion mutagenesis, we found the V. cholerae ortholog of BipA, a conserved ribosome-associated GTPase, is critical for this temperature-dependent phenomenon. Proteomic analyses revealed that loss of BipA alters the synthesis of >300 proteins in V. cholerae at 22°C, increasing the production of biofilm-related proteins including the key transcriptional activators VpsR and VpsT, as well as proteins important for diverse cellular processes. At low temperatures, BipA protein levels increase and are required for optimal ribosome assembly in V. cholerae, suggesting that control of BipA abundance is a mechanism by which bacteria can remodel their proteomes. Our study reveals a remarkable new facet of V. cholerae's complex biofilm regulatory network.


Subject(s)
Bacterial Proteins/genetics , Biofilms , GTP Phosphohydrolases/genetics , Vibrio cholerae/physiology , Bacterial Proteins/metabolism , Biofilms/growth & development , GTP Phosphohydrolases/metabolism , Phenotype , Temperature , Vibrio cholerae/genetics
3.
PLoS One ; 12(1): e0170999, 2017.
Article in English | MEDLINE | ID: mdl-28125734

ABSTRACT

MicroRNAs (miRNAs) are small non-coding RNAs that regulate mRNA expression mainly by silencing target transcripts via binding to miRNA recognition elements (MREs) in the 3'untranslated region (3'UTR). The identification of bona fide targets is challenging for researchers working on the functional aspect of miRNAs. Recently, we developed a method (miR-CATCH) based on biotinylated DNA antisense oligonucleotides that capture the mRNA of interest and facilitates the characterisation of miRNAs::mRNA interactions in a physiological cellular context. Here, the miR-CATCH technique was applied to the mesothelin (MSLN) gene and coupled with next generation sequencing (NGS), to identify miRNAs that regulate MSLN mRNA and that may be responsible for its increased protein levels found in malignant pleural mesothelioma (MPM). Biotinylated MSLN oligos were employed to isolate miRNA::MSLN mRNA complexes from a normal cell line (Met-5A) which expresses low levels of MSLN. MiRNAs targeting the MSLN mRNA were identified by NGS and miR-21-5p and miR-100-5p were selected for further validation analyses. MiR-21-5p was shown to be able to modulate MSLN expression in miRNA mimic experiments in a panel of malignant and non-malignant cell lines. Further miRNA inhibitor experiments and luciferase assays in Mero-14 cells validated miR-21-5p as a true regulator of MSLN. Moreover, in vitro experiments showed that treatment with miR-21-5p mimic reduced proliferation of MPM cell lines. Altogether, this work shows that the miR-CATCH technique, coupled with NGS and in vitro validation, represents a reliable method to identify native miRNA::mRNA interactions. MiR-21-5p is suggested as novel regulator of MSLN with a possible functional role in cellular growth.


Subject(s)
GPI-Linked Proteins/genetics , Gene Expression Regulation, Neoplastic , MicroRNAs/genetics , Cell Line, Tumor , Cell Proliferation/genetics , GPI-Linked Proteins/metabolism , High-Throughput Nucleotide Sequencing , Humans , Mesothelin , MicroRNAs/metabolism
4.
Aging Cell ; 16(1): 183-191, 2017 Feb.
Article in English | MEDLINE | ID: mdl-27785870

ABSTRACT

Replicative senescence has a major impact on function and integrity of cell preparations. This process is reflected by continuous DNA methylation (DNAm) changes at specific CpG dinucleotides in the course of in vitro culture, and such modifications can be used to estimate the state of cellular senescence for quality control of cell preparations. Still, it is unclear how senescence-associated DNAm changes are regulated and whether they occur simultaneously across a cell population. In this study, we analyzed global DNAm profiles of human mesenchymal stem cells (MSCs) and human umbilical vein endothelial cells (HUVECs) to demonstrate that senescence-associated DNAm changes are overall similar in these different cell types. Subsequently, an Epigenetic-Senescence-Signature, based on six CpGs, was either analyzed by pyrosequencing or by bar-coded bisulfite amplicon sequencing. There was a good correlation between predicted and real passage numbers in bulk populations of MSCs (R2  = 0.67) and HUVECs (R2  = 0.97). However, when we analyzed the Epigenetic-Senescence-Signature in subclones of MSCs, the predictions revealed high variation and they were not related to the adipogenic or osteogenic differentiation potential of the subclones. Notably, in clonally derived subpopulations, the DNAm levels of neighboring CpGs differed extensively, indicating that these genomic regions are not synchronously modified during senescence. Taken together, senescence-associated DNAm changes occur in a highly reproducible manner, but they are not synchronously co-regulated. They rather appear to be acquired stochastically-potentially evoked by other epigenetic modifications.


Subject(s)
Cellular Senescence/genetics , DNA Methylation/genetics , Mesenchymal Stem Cells/cytology , Mesenchymal Stem Cells/metabolism , Base Sequence , Cell Differentiation/genetics , Clone Cells , CpG Islands/genetics , Epigenesis, Genetic , Human Umbilical Vein Endothelial Cells/metabolism , Humans , Sequence Analysis, DNA , Stochastic Processes , Sulfites/metabolism
5.
PLoS One ; 9(3): e90894, 2014.
Article in English | MEDLINE | ID: mdl-24625750

ABSTRACT

Balanced chromosome abnormalities (BCAs) occur at a high frequency in healthy and diseased individuals, but cost-efficient strategies to identify BCAs and evaluate whether they contribute to a phenotype have not yet become widespread. Here we apply genome-wide mate-pair library sequencing to characterize structural variation in a patient with unclear neurodevelopmental disease (NDD) and complex de novo BCAs at the karyotype level. Nucleotide-level characterization of the clinically described BCA breakpoints revealed disruption of at least three NDD candidate genes (LINC00299, NUP205, PSMD14) that gave rise to abnormal mRNAs and could be assumed as disease-causing. However, unbiased genome-wide analysis of the sequencing data for cryptic structural variation was key to reveal an additional submicroscopic inversion that truncates the schizophrenia- and bipolar disorder-associated brain transcription factor ZNF804A as an equally likely NDD-driving gene. Deep sequencing of fluorescent-sorted wild-type and derivative chromosomes confirmed the clinically undetected BCA. Moreover, deep sequencing further validated a high accuracy of mate-pair library sequencing to detect structural variants larger than 10 kB, proposing that this approach is powerful for clinical-grade genome-wide structural variant detection. Our study supports previous evidence for a role of ZNF804A in NDD and highlights the need for a more comprehensive assessment of structural variation in karyotypically abnormal individuals and patients with neurocognitive disease to avoid diagnostic deception.


Subject(s)
Chromosome Aberrations , Neurodevelopmental Disorders/genetics , Bipolar Disorder/genetics , Child, Preschool , Consanguinity , Genetic Variation , Genome-Wide Association Study , Humans , Intelligence Tests , Karyotyping , Kruppel-Like Transcription Factors/genetics , Language Development Disorders , Magnetic Resonance Imaging , Male , Proteasome Endopeptidase Complex/genetics , Schizophrenia/genetics , Sequence Analysis, DNA , Trans-Activators/genetics
6.
Article in English | MEDLINE | ID: mdl-23760605

ABSTRACT

Mycobacterium tuberculosis (Mtb) is a successful intracellular pathogen that thrives in macrophages (Mφs). There is a need to better understand how Mtb alters cellular processes like phagolysosome biogenesis, a classical determinant of its pathogenesis. A central feature of this bacteria's strategy is the manipulation of Mφ actin. Here, we examined the role of microRNAs (miRNAs) as a potential mechanism in the regulation of actin-mediated events leading to phagocytosis in the context of mycobacteria infection. Given that non-virulent Mycobacterium smegmatis also controls actin filament assembly to prolong its intracellular survival inside host cells, we performed a global transcriptomic analysis to assess the modulation of miRNAs upon M. smegmatis infection of the murine Mφ cell line, J774A.1. This approach identified miR-142-3p as a key candidate to be involved in the regulation of actin dynamics required in phagocytosis. We unequivocally demonstrate that miR-142-3p targets N-Wasp, an actin-binding protein required during microbial challenge. A gain-of-function approach for miR-142-3p revealed a down-regulation of N-Wasp expression accompanied by a decrease of mycobacteria intake, while a loss-of-function approach yielded the reciprocal increase of the phagocytosis process. Equally important, we show Mtb induces the early expression of miR-142-3p and partially down-regulates N-Wasp protein levels in both the murine J774A.1 cell line and primary human Mφs. As proof of principle, the partial siRNA-mediated knock down of N-Wasp resulted in a decrease of Mtb intake by human Mφs, reflected in lower levels of colony-forming units (CFU) counts over time. We therefore propose the modulation of miRNAs as a novel strategy in mycobacterial infection to control factors involved in actin filament assembly and other early events of phagolysosome biogenesis.


Subject(s)
Host-Pathogen Interactions , MicroRNAs/metabolism , Mycobacterium tuberculosis/immunology , Phagocytosis , Wiskott-Aldrich Syndrome Protein, Neuronal/metabolism , Animals , Cells, Cultured , Gene Expression Profiling , Humans , Mice , MicroRNAs/genetics , Mycobacterium smegmatis/immunology , Mycobacterium smegmatis/pathogenicity , Mycobacterium tuberculosis/pathogenicity , Wiskott-Aldrich Syndrome Protein, Neuronal/genetics
7.
Eur J Hum Genet ; 21(10): 1177-80, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23422942

ABSTRACT

Most balanced chromosomal aberrations are not associated with a clinical phenotype, however, in some patients they may disrupt gene structure. With the development of various next-generation sequencing techniques, fast and specific analyses of the breakpoint regions of chromosomal rearrangements are possible. Here, we report on a 19-year-old woman with a de novo balanced translocation t(2;8)(p13.2;q22.1) and a severe clinical phenotype including intellectual disability, epilepsy, behavioral features resembling autism, and minor dysmorphic features. By next-generation sequencing, we defined the breakpoints and found disruption of the exocyst complex component 6B (EXOC6B) gene in intron 1 on chromosome 2p13.2 involving two Alu elements with a homology of 81%. No gene was found at the respective breakpoint on chromosome 8. Expression analysis of the EXOC6B in blood lymphocytes and buccal smear revealed reduced expression in the patient in comparison with the control. Our findings in combination with one recently published case and one other patient listed in DECIPHER v5.1 indicate EXOC6B as a gene relevant for intellectual development and electrophysiological stability.


Subject(s)
Abnormalities, Multiple/genetics , Developmental Disabilities/genetics , Epilepsy/genetics , GTP-Binding Proteins/genetics , Translocation, Genetic , Abnormalities, Multiple/metabolism , Chromosome Breakpoints , Chromosomes, Human, Pair 2/genetics , Chromosomes, Human, Pair 8/genetics , Developmental Disabilities/metabolism , Epilepsy/metabolism , Female , GTP-Binding Proteins/metabolism , Humans , Lymphocytes/metabolism , Mouth Mucosa/metabolism , Syndrome , Young Adult
8.
Anal Chem ; 84(15): 6863-8, 2012 Aug 07.
Article in English | MEDLINE | ID: mdl-22861009

ABSTRACT

The abuse of anabolic substances in animal husbandry is forbidden within the EU and well controlled by detecting substance residues in different matrices. The application of newly designed drugs or substance cocktails represents big problems. Therefore developing sensitive test methods is important. The analysis of physiological changes caused by the use of anabolic agents on the molecular level, for example, by quantifying gene expression response, is a new approach to develop such screening methods. A novel technology for holistic gene expression analysis is RNA sequencing. In this study, the potential of this high-throughput method for the identification of biomarkers was evaluated. The effect of trenbolone acetate plus estradiol on gene expression in liver from Nguni heifers was analyzed with RNA sequencing. The expression of 40 selected candidate genes was verified via RT-qPCR, whereby 20 of these genes were significantly regulated. To extract the intended information from these regulated genes, biostatistical tools for pattern recognition were applied and resulted in a clear separation of the treatment groups. Those candidate genes could be verified in boars and in calves treated with anabolic substances. These results show the potential of RNA sequencing to screen for biomarker candidates to detect the abuse of anabolics. The verification of these biomarkers in boars and calves leads to the assumption that gene expression biomarkers are independent of breed or even species and that biomarkers, identified in farm animals could also act as potential biomarker candidates to detect the abuse of anabolic substances in human sports.


Subject(s)
Anabolic Agents/pharmacology , Sequence Analysis, RNA , Animals , Biomarkers/metabolism , Cluster Analysis , Doping in Sports , Estradiol/pharmacology , Horses , Liver/drug effects , Liver/metabolism , Principal Component Analysis , Transcriptome , Trenbolone Acetate/pharmacology
9.
Nat Cell Biol ; 14(7): 764-74, 2012 Jun 03.
Article in English | MEDLINE | ID: mdl-22660414

ABSTRACT

The secretory pathway in mammalian cells has evolved to facilitate the transfer of cargo molecules to internal and cell surface membranes. Use of automated microscopy-based genome-wide RNA interference screens in cultured human cells allowed us to identify 554 proteins influencing secretion. Cloning, fluorescent-tagging and subcellular localization analysis of 179 of these proteins revealed that more than two-thirds localize to either the cytoplasm or membranes of the secretory and endocytic pathways. The depletion of 143 of them resulted in perturbations in the organization of the COPII and/or COPI vesicular coat complexes of the early secretory pathway, or the morphology of the Golgi complex. Network analyses revealed a so far unappreciated link between early secretory pathway function, small GTP-binding protein regulation, actin cytoskeleton organization and EGF-receptor-mediated signalling. This work provides an important resource for an integrative understanding of global cellular organization and regulation of the secretory pathway in mammalian cells.


Subject(s)
Endocytosis/genetics , Gene Regulatory Networks , Golgi Apparatus/metabolism , RNA Interference , Secretory Vesicles/metabolism , Transport Vesicles/metabolism , Actin Cytoskeleton/genetics , Actin Cytoskeleton/metabolism , Cloning, Molecular , Epidermal Growth Factor/metabolism , Gene Expression Regulation , HeLa Cells , Humans , Microscopy, Fluorescence , Monomeric GTP-Binding Proteins/genetics , Monomeric GTP-Binding Proteins/metabolism , Platelet-Derived Growth Factor/metabolism , Protein Transport/genetics , Recombinant Fusion Proteins/metabolism , Signal Transduction/genetics , Time Factors , Transfection
10.
Cell ; 148(1-2): 59-71, 2012 Jan 20.
Article in English | MEDLINE | ID: mdl-22265402

ABSTRACT

Genomic rearrangements are thought to occur progressively during tumor development. Recent findings, however, suggest an alternative mechanism, involving massive chromosome rearrangements in a one-step catastrophic event termed chromothripsis. We report the whole-genome sequencing-based analysis of a Sonic-Hedgehog medulloblastoma (SHH-MB) brain tumor from a patient with a germline TP53 mutation (Li-Fraumeni syndrome), uncovering massive, complex chromosome rearrangements. Integrating TP53 status with microarray and deep sequencing-based DNA rearrangement data in additional patients reveals a striking association between TP53 mutation and chromothripsis in SHH-MBs. Analysis of additional tumor entities substantiates a link between TP53 mutation and chromothripsis, and indicates a context-specific role for p53 in catastrophic DNA rearrangements. Among these, we observed a strong association between somatic TP53 mutations and chromothripsis in acute myeloid leukemia. These findings connect p53 status and chromothripsis in specific tumor types, providing a genetic basis for understanding particularly aggressive subtypes of cancer.


Subject(s)
Brain Neoplasms/genetics , Gene Rearrangement , Medulloblastoma/genetics , Tumor Suppressor Protein p53/genetics , Animals , Child , Chromosome Aberrations , DNA Copy Number Variations , DNA Mutational Analysis , Disease Models, Animal , Humans , Leukemia, Myeloid, Acute/genetics , Li-Fraumeni Syndrome/physiopathology , Mice , Middle Aged
11.
Chest ; 141(4): 886-894, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22016489

ABSTRACT

BACKGROUND: B cells play an important role in allergic asthma. However, the mechanisms by which these cells are activated in the airways remain poorly understood. METHODS: We used a mouse model of ovalbumin (OVA)-induced allergic inflammation to study CXCL13 and to investigate the concentration of this chemokine in the BAL fluid derived from asthmatic and normal control subjects. RESULTS: We found that OVA-challenged mice upregulate the CXCL13/CXCR5 axis, which is associated with several changes in their airways, including recruitment of B and CD4(+) cells, development of bronchial-associated lymphoid tissue, and airway inflammation. Treating sensitized mice with an anti-CXCL13 antibody reduced cell recruitment, bronchial-associated lymphoid tissue formation, and airways inflammation. Interestingly, measurements of CXCL13 using enzyme-linked immunosorbent assay showed that levels of this cytokine were significantly elevated in BAL fluid from subjects with asthma compared with control subjects (median, 162 [range, 120-296] vs 31 [range, 120-156] pg/mL; P = .005). CONCLUSIONS: All together, these findings suggest that CXCL13 is involved in the allergic airway inflammatory process, and targeting this chemokine may constitute a novel approach in asthma.


Subject(s)
Asthma/drug therapy , Asthma/physiopathology , Chemokine CXCL13/physiology , Adolescent , Adult , Animals , Antibodies/immunology , B-Lymphocytes/physiology , Bronchoalveolar Lavage Fluid/chemistry , Chemokine CXCL13/analysis , Chemokine CXCL13/immunology , Enzyme-Linked Immunosorbent Assay , Flow Cytometry , Humans , Immunohistochemistry , Mice , Mice, Inbred BALB C , Middle Aged , Molecular Targeted Therapy , Reverse Transcriptase Polymerase Chain Reaction , Up-Regulation , Young Adult
12.
Blood ; 118(22): e168-79, 2011 Nov 24.
Article in English | MEDLINE | ID: mdl-21940823

ABSTRACT

Iron regulatory proteins (IRPs) 1 and 2 are RNA-binding proteins that control cellular iron metabolism by binding to conserved RNA motifs called iron-responsive elements (IREs). The currently known IRP-binding mRNAs encode proteins involved in iron uptake, storage, and release as well as heme synthesis. To systematically define the IRE/IRP regulatory network on a transcriptome-wide scale, IRP1/IRE and IRP2/IRE messenger ribonucleoprotein complexes were immunoselected, and the mRNA composition was determined using microarrays. We identify 35 novel mRNAs that bind both IRP1 and IRP2, and we also report for the first time cellular mRNAs with exclusive specificity for IRP1 or IRP2. To further explore cellular iron metabolism at a system-wide level, we undertook proteomic analysis by pulsed stable isotope labeling by amino acids in cell culture in an iron-modulated mouse hepatic cell line and in bone marrow-derived macrophages from IRP1- and IRP2-deficient mice. This work investigates cellular iron metabolism in unprecedented depth and defines a wide network of mRNAs and proteins with iron-dependent regulation, IRP-dependent regulation, or both.


Subject(s)
Iron Regulatory Protein 1/genetics , Iron Regulatory Protein 1/metabolism , Iron Regulatory Protein 2/genetics , Iron Regulatory Protein 2/metabolism , Iron-Regulatory Proteins/physiology , Proteome/metabolism , Animals , Cell Line, Tumor , Gene Expression Profiling , Gene Expression Regulation , Iron-Regulatory Proteins/genetics , Iron-Regulatory Proteins/metabolism , Liver/metabolism , Macrophages/metabolism , Mice , Mice, Inbred C57BL , Mice, Knockout , Microarray Analysis , Proteome/genetics , RNA, Messenger/metabolism , RNA-Binding Proteins/genetics , RNA-Binding Proteins/metabolism , Transcriptome/physiology
13.
Cancer Genet Cytogenet ; 196(2): 109-18, 2010 Jan 15.
Article in English | MEDLINE | ID: mdl-20082845

ABSTRACT

With the use of genome-wide cDNA microarrays, we investigated the transcriptome profile of the human osteosarcoma Sa OS and U-2 OS cell lines. In all, 1,098 chip entries were differentially regulated in the two cell lines; of these, 796 entries corresponded to characterized mRNAs. The identified genes are mostly expressed in epithelial tissues and localize on chromosomes 1, 10, and 20. Furthermore, signaling cascades for cell cycle, glycolysis, and gluconeogenesis, the p53 pathway, cell communication, and focal adhesion were found to be differently regulated in the two cell lines. The transcriptome profiles reported here provide novel information about the considerable molecular differences between these two widely used human osteosarcoma cell lines.


Subject(s)
Bone Neoplasms/genetics , Gene Expression Profiling , Osteosarcoma/genetics , RNA, Messenger/genetics , Base Sequence , Bone Neoplasms/pathology , Cell Line, Tumor , DNA Primers , DNA, Complementary , Humans , Oligonucleotide Array Sequence Analysis , Osteosarcoma/pathology , Polymerase Chain Reaction
14.
PLoS One ; 4(6): e5846, 2009 Jun 09.
Article in English | MEDLINE | ID: mdl-19513108

ABSTRACT

The regenerative potential diminishes with age and this has been ascribed to functional impairments of adult stem cells. Cells in culture undergo senescence after a certain number of cell divisions whereby the cells enlarge and finally stop proliferation. This observation of replicative senescence has been extrapolated to somatic stem cells in vivo and might reflect the aging process of the whole organism. In this study we have analyzed the effect of aging on gene expression profiles of human mesenchymal stromal cells (MSC) and human hematopoietic progenitor cells (HPC). MSC were isolated from bone marrow of donors between 21 and 92 years old. 67 genes were age-induced and 60 were age-repressed. HPC were isolated from cord blood or from mobilized peripheral blood of donors between 27 and 73 years and 432 genes were age-induced and 495 were age-repressed. The overlap of age-associated differential gene expression in HPC and MSC was moderate. However, it was striking that several age-related gene expression changes in both MSC and HPC were also differentially expressed upon replicative senescence of MSC in vitro. Especially genes involved in genomic integrity and regulation of transcription were age-repressed. Although telomerase activity and telomere length varied in HPC particularly from older donors, an age-dependent decline was not significant arguing against telomere exhaustion as being causal for the aging phenotype. These studies have demonstrated that aging causes gene expression changes in human MSC and HPC that vary between the two different cell types. Changes upon aging of MSC and HPC are related to those of replicative senescence of MSC in vitro and this indicates that our stem and progenitor cells undergo a similar process also in vivo.


Subject(s)
Aging , Hematopoietic Stem Cells/cytology , Stem Cells/cytology , Adult , Age Factors , Aged , Aged, 80 and over , Bone Marrow Cells/cytology , Cellular Senescence , Female , Humans , Immunophenotyping/methods , Male , Middle Aged , Oligonucleotide Array Sequence Analysis , Phenotype
15.
Breast Cancer Res ; 11(3): R27, 2009.
Article in English | MEDLINE | ID: mdl-19432961

ABSTRACT

INTRODUCTION: Breast cancer is a heterogeneous disease encompassing a number of phenotypically diverse tumours. Expression levels of the oestrogen, progesterone and HER2/neu receptors which characterize clinically distinct breast tumours have been shown to change during disease progression and in response to systemic therapies. Mi(cro)RNAs play critical roles in diverse biological processes and are aberrantly expressed in several human neoplasms including breast cancer, where they function as regulators of tumour behaviour and progression. The aims of this study were to identify miRNA signatures that accurately predict the oestrogen receptor (ER), progesterone receptor (PR) and HER2/neu receptor status of breast cancer patients to provide insight into the regulation of breast cancer phenotypes and progression. METHODS: Expression profiling of 453 miRNAs was performed in 29 early-stage breast cancer specimens. miRNA signatures associated with ER, PR and HER2/neu status were generated using artificial neural networks (ANN), and expression of specific miRNAs was validated using RQ-PCR. RESULTS: Stepwise ANN analysis identified predictive miRNA signatures corresponding with oestrogen (miR-342, miR-299, miR-217, miR-190, miR-135b, miR-218), progesterone (miR-520g, miR-377, miR-527-518a, miR-520f-520c) and HER2/neu (miR-520d, miR-181c, miR-302c, miR-376b, miR-30e) receptor status. MiR-342 and miR-520g expression was further analysed in 95 breast tumours. MiR-342 expression was highest in ER and HER2/neu-positive luminal B tumours and lowest in triple-negative tumours. MiR-520g expression was elevated in ER and PR-negative tumours. CONCLUSIONS: This study demonstrates that ANN analysis reliably identifies biologically relevant miRNAs associated with specific breast cancer phenotypes. The association of specific miRNAs with ER, PR and HER2/neu status indicates a role for these miRNAs in disease classification of breast cancer. Decreased expression of miR-342 in the therapeutically challenging triple-negative breast tumours, increased miR-342 expression in the luminal B tumours, and downregulated miR-520g in ER and PR-positive tumours indicates that not only is dysregulated miRNA expression a marker for poorer prognosis breast cancer, but that it could also present an attractive target for therapeutic intervention.


Subject(s)
Breast Neoplasms/metabolism , Gene Expression Regulation, Neoplastic , MicroRNAs , Receptor, ErbB-2/metabolism , Receptors, Estrogen/metabolism , Receptors, Progesterone/metabolism , Adult , Aged , Aged, 80 and over , Algorithms , Female , Gene Expression Profiling , Humans , Middle Aged , Neural Networks, Computer , Oligonucleotide Array Sequence Analysis
16.
Blood ; 113(18): 4331-40, 2009 Apr 30.
Article in English | MEDLINE | ID: mdl-19171872

ABSTRACT

Genetic instability and cellular proliferation have been associated with aurora kinase expression in several cancer entities, including multiple myeloma. Therefore, the expression of aurora-A, -B, and -C was determined by Affymetrix DNA microarrays in 784 samples including 2 independent sets of 233 and 345 CD138-purified myeloma cells from previously untreated patients. Chromosomal aberrations were assessed by comprehensive interphase fluorescence in situ hybridization and proliferation of primary myeloma cells by propidium iodine staining. We found aurora-A and -B to be expressed at varying frequencies in primary myeloma cells of different patient cohorts, but aurora-C in testis cell samples only. Myeloma cell samples with detectable versus absent aurora-A expression show a significantly higher proliferation rate, but neither a higher absolute number of chromosomal aberrations (aneuploidy), nor of subclonal aberrations (chromosomal instability). The clinical aurora kinase inhibitor VX680 induced apoptosis in 20 of 20 myeloma cell lines and 5 of 5 primary myeloma cell samples. Presence of aurora-A expression delineates significantly inferior event-free and overall survival in 2 independent cohorts of patients undergoing high-dose chemotherapy, independent from conventional prognostic factors. Using gene expression profiling, aurora kinase inhibitors as a promising therapeutic option in myeloma can be tailoredly given to patients expressing aurora-A, who in turn have an adverse prognosis.


Subject(s)
Apoptosis/drug effects , Multiple Myeloma/pathology , Piperazines/pharmacology , Protein Serine-Threonine Kinases/antagonists & inhibitors , Aurora Kinase C , Aurora Kinases , Blotting, Western , Bone Marrow/drug effects , Bone Marrow/metabolism , Cell Proliferation , Chromosome Aberrations , Combined Modality Therapy , Flow Cytometry , Gene Expression Profiling , Humans , In Situ Hybridization, Fluorescence , Interphase/genetics , Multiple Myeloma/enzymology , Multiple Myeloma/therapy , Oligonucleotide Array Sequence Analysis , Prognosis , Protein Serine-Threonine Kinases/genetics , Protein Serine-Threonine Kinases/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Risk Factors , Stem Cell Transplantation , Transplantation, Autologous , Tumor Cells, Cultured
17.
PLoS One ; 3(5): e2213, 2008 May 21.
Article in English | MEDLINE | ID: mdl-18493317

ABSTRACT

Mesenchymal stem cells (MSC) comprise a promising tool for cellular therapy. These cells are usually culture expanded prior to their application. However, a precise molecular definition of MSC and the sequel of long-term in vitro culture are yet unknown. In this study, we have addressed the impact of replicative senescence on human MSC preparations. Within 43 to 77 days of cultivation (7 to 12 passages), MSC demonstrated morphological abnormalities, enlargement, attenuated expression of specific surface markers, and ultimately proliferation arrest. Adipogenic differentiation potential decreased whereas the propensity for osteogenic differentiation increased. mRNA expression profiling revealed a consistent pattern of alterations in the global gene expression signature of MSC at different passages. These changes are not restricted to later passages, but are continuously acquired with increasing passages. Genes involved in cell cycle, DNA replication and DNA repair are significantly down-regulated in late passages. Genes from chromosome 4q21 were over-represented among differentially regulated transcripts. Differential expression of 10 genes has been verified in independent donor samples as well as in MSC that were isolated under different culture conditions. Furthermore, miRNA expression profiling revealed an up-regulation of hsa-mir-371, hsa-mir-369-5P, hsa-mir-29c, hsa-mir-499 and hsa-let-7f upon in vitro propagation. Our studies indicate that replicative senescence of MSC preparations is a continuous process starting from the first passage onwards. This process includes far reaching alterations in phenotype, differentiation potential, global gene expression patterns, and miRNA profiles that need to be considered for therapeutic application of MSC preparations.


Subject(s)
Cell Division , Cellular Senescence , Mesenchymal Stem Cells/cytology , Adipocytes/chemistry , Cell Differentiation , DNA Repair/genetics , DNA Replication/genetics , Gene Expression Profiling , Humans , Mesenchymal Stem Cells/metabolism , MicroRNAs/genetics
18.
Mol Endocrinol ; 22(2): 361-79, 2008 Feb.
Article in English | MEDLINE | ID: mdl-17962383

ABSTRACT

Estradiol (E2) is believed to modulate physiological functions relevant to osteoblast biology through the actions of estrogen receptors (ERs) that in turn regulate the expression of target genes. The molecular effects of estrogen action in bone remain to be fully elucidated. This study reports a genome-wide molecular and computational analysis of the interaction between ER and regulatory elements on the DNA of target genes in human primary osteoblasts. Of approximately 54,000 gene probes surveyed in this study, a total of 375 genes were up-regulated and 418 genes were down-regulated on exposure to E2, with only 46 of these being direct target genes after 24 h, as determined by concomitant cycloheximide treatment. Computational analysis discovered several pathways where E2 co-regulates multiple functionally linked components. Examination of the genomic sequence of IGF binding protein 4 located ER response elements within the first intron. Using by chromatin immunoprecipitation, we show a site- and cell-specific recruitment of transcription factors to this newly identified regulatory region. Transient transfection studies revealed that this intronic region acts as a functional promoter in human osteoblasts. Taken together, this analysis provides a comprehensive gene transcription profile and identifies several genes of potential physiological importance in controlling estrogen-mediated signaling in primary osteoblasts.


Subject(s)
Estrogens/pharmacology , Gene Expression Profiling/methods , Gene Expression Regulation/drug effects , Insulin-Like Growth Factor Binding Protein 4/genetics , Osteoblasts/drug effects , Binding Sites , Cells, Cultured , Chromatin Immunoprecipitation , Cycloheximide/pharmacology , Estradiol/pharmacology , Humans , Insulin-Like Growth Factor Binding Protein 4/metabolism , Introns/genetics , Models, Biological , Oligonucleotide Array Sequence Analysis , Osteoblasts/cytology , Osteoblasts/metabolism , Promoter Regions, Genetic/genetics , Reverse Transcriptase Polymerase Chain Reaction , Signal Transduction/drug effects , Signal Transduction/genetics , Transcription, Genetic/drug effects , Transfection
19.
Exp Hematol ; 34(4): 536-48, 2006 Apr.
Article in English | MEDLINE | ID: mdl-16569600

ABSTRACT

OBJECTIVE: Mesenchymal stem cells (MSC) raise high hopes in clinical applications. However, the lack of common standards and a precise definition of MSC preparations remains a major obstacle in research and application of MSC. Whereas surface antigen markers have failed to precisely define this population, a combination of proteomic data and microarray data provides a new dimension for the definition of MSC preparations. METHODS: In our continuing effort to characterize MSC, we have analyzed the differential transcriptome and proteome expression profiles of MSC preparations isolated from human bone marrow under two different expansion media (BM-MSC-M1 and BM-MSC-M2). RESULTS: In proteomics, 136 protein spots were unambiguously identified by MALDI-TOF-MS and corresponding cDNA spots were selected on our "Human Transcriptome cDNA Microarray." Combination of datasets revealed a correlation in differential gene expression and protein expression of BM-MSC-M1 vs BM-MSC-M2. Genes involved in metabolism were more highly expressed in BM-MSC-M1, whereas genes involved in development, morphogenesis, extracellular matrix, and differentiation were more highly expressed in BM-MSC-M2. Interchanging culture conditions for 8 days revealed that differential expression was retained in several genes whereas it was altered in others. CONCLUSION: Our results have provided evidence that homogeneous BM-MSC preparations can reproducibly be isolated under standardized conditions, whereas culture conditions exert a prominent impact on transcriptome, proteome, and cellular organization of BM-MSC.


Subject(s)
Gene Expression Regulation/physiology , Mesenchymal Stem Cells/physiology , Proteome/metabolism , Transcription, Genetic/physiology , Cell Culture Techniques/methods , Cell Culture Techniques/standards , Cell Separation/methods , Cell Separation/standards , Cells, Cultured , Humans , Mesenchymal Stem Cells/cytology , Proteome/genetics , Proteome/standards , Reproducibility of Results
20.
Bioinformatics ; 22(6): 765-7, 2006 Mar 15.
Article in English | MEDLINE | ID: mdl-16377611

ABSTRACT

UNLABELLED: With the production of whole genome microarray chips the ability arises to investigate whether the regulation of particular groups of genes may be influenced by their chromosomal localization. Chromosome Co-Localization probability calculator (ChroCoLoc) is a publicly available web-based tool for the analysis of co-localization of co-expressed genes identified by microarray experiments. AVAILABILITY: http://www.ebi.ac.uk/expressionprofiler/


Subject(s)
Chromosome Mapping/methods , Chromosomes, Human/genetics , Gene Expression Profiling/methods , Linkage Disequilibrium/genetics , Multigene Family/genetics , Oligonucleotide Array Sequence Analysis/methods , Software , User-Computer Interface , Algorithms , Computer Simulation , Humans , Models, Genetic , Models, Statistical
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