RESUMEN
BACKGROUND: Mycobacterial infections remain a significant cause of morbidity and mortality worldwide. Due to limitations of the currently available model systems, there are still comparably large gaps in the knowledge about the pathogenesis of these chronic inflammatory diseases in particular with regard to the human host. Therefore, we aimed to characterize the initial phase of mycobacterial infections utilizing a human ex vivo lung tissue culture model designated STST (Short-Term Stimulation of Tissues). METHODS: Human lung tissues from 65 donors with a size of 0.5-1 cm(3) were infected each with two strains of three different mycobacterial species (M. tuberculosis, M. avium, and M. abscessus), respectively. In order to preserve both morphology and nucleic acids, the HOPE® fixation technique was used. The infected tissues were analyzed using histo- and molecular-pathological methods. Immunohistochemistry was applied to identify the infected cell types. RESULTS: Morphologic comparisons between ex vivo incubated and non-incubated lung specimens revealed no noticeable differences. Viability of ex vivo stimulated tissues demonstrated by TUNEL-assay was acceptable. Serial sections verified sufficient diffusion of the infectious agents deep into the tissues. Infection was confirmed by Ziel Neelsen-staining and PCR to detect mycobacterial DNA. We observed the infection of different cell types, including macrophages, neutrophils, monocytes, and pneumocytes-II, which were critically dependent on the mycobacterial species used. Furthermore, different forms of nuclear alterations (karyopyknosis, karyorrhexis, karyolysis) resulting in cell death were detected in the infected cells, again with characteristic species-dependent differences. CONCLUSION: We show the application of a human ex vivo tissue culture model for mycobacterial infections. The immediate primary infection of a set of different cell types and the characteristic morphologic changes observed in these infected human tissues significantly adds to the current understanding of the initial phase of human pulmonary tuberculosis. Further studies are ongoing to elucidate the molecular mechanisms involved in the early onset of mycobacterial infections in the human lung.
Asunto(s)
Pulmón/patología , Infecciones por Mycobacterium no Tuberculosas/patología , Tuberculosis Pulmonar/patología , Células Epiteliales Alveolares/microbiología , Células Epiteliales Alveolares/patología , Núcleo Celular/patología , Humanos , Inmunohistoquímica , Etiquetado Corte-Fin in Situ , Técnicas In Vitro , Pulmón/metabolismo , Linfocitos/microbiología , Linfocitos/patología , Macrófagos Alveolares/microbiología , Macrófagos Alveolares/patología , Monocitos/microbiología , Monocitos/patología , Mycobacterium/genética , Infecciones por Mycobacterium no Tuberculosas/metabolismo , Mycobacterium avium/genética , Mycobacterium tuberculosis/genética , Neutrófilos/microbiología , Neutrófilos/patología , Reacción en Cadena de la Polimerasa , Técnicas de Cultivo de Tejidos , Supervivencia Tisular , Tuberculosis Pulmonar/metabolismoRESUMEN
Antibiotic-resistant tuberculosis poses a global threat, causing the deaths of hundreds of thousands of people annually. While whole-genome sequencing (WGS), with its unprecedented level of detail, promises to play an increasingly important role in diagnosis, data analysis is a daunting challenge. Here, we present a simple-to-use web service (free for academic use at http://phyresse.org). Delineating both lineage and resistance, it provides state-of-the-art methodology to life scientists and physicians untrained in bioinformatics. It combines elaborate data processing and quality control, as befits human diagnostics, with a treasure trove of validated resistance data collected from well-characterized samples in-house and worldwide.
Asunto(s)
Farmacorresistencia Bacteriana/genética , Genoma Bacteriano/genética , Genómica/métodos , Internet , Mycobacterium tuberculosis , Programas Informáticos , Tuberculosis/microbiología , Antituberculosos/farmacología , Humanos , Mycobacterium tuberculosis/clasificación , Mycobacterium tuberculosis/efectos de los fármacos , Mycobacterium tuberculosis/genéticaRESUMEN
Micro-organisms sense the availability of nutrients in their environment to control cellular behaviour and the expression of transporters and enzymes that are required for the utilization of these nutrients. In the pathogenic yeast Candida albicans, the preferred nitrogen source ammonium suppresses the switch from yeast to filamentous growth in response to certain stimuli, and it also represses the secretion of proteases, which are required for the utilization of proteins as an alternative nitrogen source. To investigate whether C. albicans senses the availability of ammonium in the extracellular environment or if ammonium uptake into the cell is required to regulate morphogenesis and gene expression, we compared the behaviour of wild-type cells and ammonium uptake-deficient mutants in the presence and absence of extracellular ammonium. Arginine-induced filamentous growth was suppressed by ammonium in the wild-type, but not in mutants lacking the ammonium permeases Mep1 and Mep2. Similarly, ammonium suppressed protease secretion and extracellular protein degradation in the wild-type, but not in mutants lacking the ammonium transporters. By comparing the gene expression profiles of C. albicans grown in the presence of low or high ammonium concentrations, we identified a set of genes whose expression is controlled by nitrogen availability. The repression of genes involved in the utilization of alternative nitrogen sources, which occurred under ammonium-replete conditions in the wild-type, was abrogated in mep1Δ mep2Δ mutants. These results demonstrate that C. albicans does not respond to the presence of sufficient amounts of the preferred nitrogen source ammonium by sensing its availability in the environment. Instead, ammonium has to be taken up into the cell to control morphogenesis, protease secretion and gene expression.
Asunto(s)
Compuestos de Amonio/metabolismo , Candida albicans/crecimiento & desarrollo , Candida albicans/metabolismo , Proteínas Fúngicas/metabolismo , Regulación Fúngica de la Expresión Génica , Péptido Hidrolasas/metabolismo , Arginina/metabolismo , Candida albicans/enzimología , Candida albicans/genética , Proteínas Fúngicas/genética , Péptido Hidrolasas/genética , Transporte de ProteínasRESUMEN
PURPOSE: In this study, plasma samples from a multicentric case-control study on lymphoma were analyzed for the identification of proteins useful for diagnosis. EXPERIMENTAL DESIGN: The protein content in the plasma of 100 patients suffering from the three most common B-cell lymphomas and 100 control samples was studied with antibody microarrays composed of 810 antibodies that target cancer-associated proteins. Sample pools were screened for an identification of marker proteins. Then, the samples were analyzed individually to validate the usability of these markers. RESULTS: More than 200 proteins with disease-associated abundance changes were found. The evaluation on individual patients confirmed some molecules as robust informative markers while others were inadequate for this purpose. In addition, the analysis revealed distinct subgroups for each of the three investigated B-cell lymphoma subtypes. With this information, we delineated a classifier that discriminates the different lymphoma entities. CONCLUSIONS AND CLINICAL RELEVANCE: Variations in plasma protein abundance permit discrimination between different patient groups. After validation on a larger study cohort, the findings could have diagnostic as well as differential diagnostic potential. Beside this, methodological aspects were critically evaluated, such as the value of sample pooling for the identification of biomarkers that are useful for a diagnosis on individual patients.
Asunto(s)
Anticuerpos/análisis , Análisis Químico de la Sangre/métodos , Proteínas Sanguíneas/análisis , Linfoma de Células B Grandes Difuso/sangre , Análisis por Matrices de Proteínas , Anticuerpos/inmunología , Proteínas Sanguíneas/inmunología , Humanos , Linfoma de Células B Grandes Difuso/inmunologíaRESUMEN
Isobaric tagging using reagents such as tandem mass tags (TMT) and isobaric tags for relative and absolute quantification (iTRAQ) have become popular tools for mass spectrometry based quantitative proteomics. Because the peptide quantification information is collected in tandem mass spectra, the accuracy and precision of this method largely depend on the resolution with which precursor ions can be selected for the fragmentation and the specificity of the generated reporter ion. The latter can constitute an issue if near isobaric ion signals are present in such spectra because they may distort quantification results. We propose a simple remedy for this problem by identifying reporter ions via the accurate mass differences within a single tandem mass spectrum instead of applying fixed mass error tolerances for all tandem mass spectra. Our results show that this leads to unambiguous reporter ion identification and complete removal of interfering signals. This mode of data processing is easily implemented in software and offers advantages for protein quantification based on few peptides.
Asunto(s)
Proteínas/clasificación , Proteómica/métodos , Espectrometría de Masas en Tándem/métodos , Animales , Bovinos , Proteínas de Escherichia coli/análisis , Proteínas de Escherichia coli/química , Proteínas de Escherichia coli/clasificación , Indicadores y Reactivos/química , Proteínas/análisis , Proteínas/química , Albúmina Sérica Bovina/análisis , Albúmina Sérica Bovina/química , Albúmina Sérica Bovina/clasificaciónRESUMEN
Adenoviruses (Ads), especially HAdV-5, have been genetically equipped with tumor-restricted replication potential to enable applications in oncolytic cancer therapy. Such oncolytic adenoviruses have been well tolerated in cancer patients, but their anti-tumor efficacy needs to be enhanced. In this regard, it should be considered that cancer cells, dependent on their tissue of origin, can differ substantially from the normal host cells to which Ads are adapted by complex virus-host interactions. Consequently, viral replication efficiency, a key determinant of oncolytic activity, might be suboptimal in cancer cells. Therefore, we have analyzed both the replication kinetics of HAdV-5 and the virus-induced transcriptome in human bronchial epithelial cells (HBEC) in comparison to cancer cells. This is the first report on genome-wide expression profiling of Ads in their native host cells. We found that E1A expression and onset of viral genome replication are most rapid in HBEC and considerably delayed in melanoma cells. In squamous cell lung carcinoma cells, we observed intermediate HAdV-5 replication kinetics. Infectious particle production, viral spread and lytic activity of HAdV-5 were attenuated in melanoma cells versus HBEC. Expression profiling at the onset of viral genome replication revealed that HAdV-5 induced the strongest changes in the cellular transcriptome in HBEC, followed by lung cancer and melanoma cells. We identified prominent regulation of genes involved in cell cycle and DNA metabolism, replication and packaging in HBEC, which is in accord with the necessity to induce S phase for viral replication. Strikingly, in melanoma cells HAdV-5 triggered opposing regulation of said genes and, in contrast to lung cancer cells, no weak S phase induction was detected when using the E2F promoter as reporter. Our results provide a rationale for improving oncolytic adenoviruses either by adaptation of viral infection to target tumor cells or by modulating tumor cell functions to better support viral replication.
Asunto(s)
Adenovirus Humanos/genética , Adenovirus Humanos/fisiología , Neoplasias/virología , Virus Oncolíticos/genética , Virus Oncolíticos/fisiología , Transcriptoma/genética , Replicación Viral/genética , Infecciones por Adenovirus Humanos/virología , Bronquios/patología , Línea Celular Tumoral , Análisis por Conglomerados , Efecto Citopatogénico Viral , Regulación hacia Abajo/genética , Factor de Transcripción E2F1/genética , Células Epiteliales/metabolismo , Células Epiteliales/virología , Regulación Viral de la Expresión Génica , Genes Reporteros/genética , Genoma Viral/genética , Humanos , Anotación de Secuencia Molecular , Regiones Promotoras Genéticas/genética , Fase S , Regulación hacia Arriba/genéticaRESUMEN
Antibody microarrays are a multiplexing technique for the analyses of hundreds of different analytes in parallel from small sample volumes of few microlitres only. With sensitivities in the picomolar to femtomolar range, they are gaining importance in proteomic analyses. These sensitivities can be obtained for complex protein samples without any pre-fractionation or signal amplification. Also, no expensive or elaborate protein depletion steps are needed. As with custom DNA-microarrays, the implementation of a dual-colour assay adds to assay robustness and reproducibility and was therefore a focus of our technical implementation. In order to perform antibody microarray experiments for large sets of samples and analytes in a robust manner, it was essential to optimise the experimental layout, the protein extraction, labelling and incubation as well as data processing steps. Here, we present our current protocol, which is used for the simultaneous analysis of the abundance of more than 800 proteins in plasma, urine, and tissue samples.
Asunto(s)
Anticuerpos , Análisis por Matrices de Proteínas/métodos , Proteínas/aislamiento & purificación , Proteómica/métodos , Anticuerpos/metabolismo , Color , Procesamiento de Imagen Asistido por Computador , Coloración y Etiquetado/métodosRESUMEN
BACKGROUND AND PURPOSE: Pancreatic cancer is one of the leading cancer-related causes of death due to high chemo-resistance and fast metastasation. Nemorosone, a polycyclic polyprenylated acylphloroglucinol, has recently been identified as a promising anticancer agent. Here, we examine its growth-inhibitory effects on pancreatic cancer cells. Based on transcription profiling, a molecular mode of action is proposed. EXPERIMENTAL APPROACH: Nemorosone cytotoxicity was assessed by the resazurin proliferation assay on pancreatic cancer cells and fibroblasts. Apoptosis was determined by Annexin V/propidium iodide staining as well as cytochrome c and caspase activation assays. Staining with the voltage-dependent dye JC-1 and fluorescence microscopy were used to detect effects on mitochondrial membrane potential. Total RNA was isolated from treated cell lines and subjected to microarray analysis, subsequent pathway identification and modelling. Gene expression data were validated by quantitative polymerase chain reaction and siRNA-mediated gene knock-down. KEY RESULTS: Nemorosone significantly inhibited cancer cell growth, induced cytochrome c release and subsequent caspase-dependent apoptosis, rapidly abolished mitochondrial membrane potential and elevated cytosolic calcium levels, while fibroblasts were largely unaffected. Expression profiling revealed 336 genes to be affected by nemorosone. A total of 75 genes were altered in all three cell lines, many of which were within the unfolded protein response (UPR) network. DNA damage inducible transcript 3 was identified as a key regulator in UPR-mediated cell death. CONCLUSIONS AND IMPLICATIONS: Nemorosone could be a lead compound for the development of novel anticancer drugs amplifying the already elevated UPR level in solid tumours, thus driving them into apoptosis. This study forms the basis for further investigations identifying nemorosone's direct molecular target(s).
Asunto(s)
Antineoplásicos Fitogénicos/farmacología , Benzofenonas/farmacología , Neoplasias Pancreáticas/tratamiento farmacológico , Neoplasias Pancreáticas/metabolismo , Respuesta de Proteína Desplegada/efectos de los fármacos , Apoptosis/efectos de los fármacos , Secuencia de Bases , Calcio/metabolismo , Caspasas/metabolismo , Ciclo Celular/efectos de los fármacos , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Citocromos c/metabolismo , Ensayos de Selección de Medicamentos Antitumorales , Retículo Endoplásmico/efectos de los fármacos , Retículo Endoplásmico/metabolismo , Perfilación de la Expresión Génica , Humanos , Potencial de la Membrana Mitocondrial/efectos de los fármacos , Análisis de Secuencia por Matrices de Oligonucleótidos , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/patología , Interferencia de ARN , ARN Interferente Pequeño/genética , Estrés Fisiológico/efectos de los fármacos , Factor de Transcripción CHOP/antagonistas & inhibidores , Factor de Transcripción CHOP/genética , Factor de Transcripción CHOP/metabolismo , Respuesta de Proteína Desplegada/genéticaRESUMEN
The role of sulfite reductase (SiR) in assimilatory reduction of inorganic sulfate to sulfide has long been regarded as insignificant for control of flux in this pathway. Two independent Arabidopsis thaliana T-DNA insertion lines (sir1-1 and sir1-2), each with an insertion in the promoter region of SiR, were isolated. sir1-2 seedlings had 14% SiR transcript levels compared with the wild type and were early seedling lethal. sir1-1 seedlings had 44% SiR transcript levels and were viable but strongly retarded in growth. In mature leaves of sir1-1 plants, the levels of SiR transcript, protein, and enzymatic activity ranged between 17 and 28% compared with the wild type. The 28-fold decrease of incorporation of (35)S label into Cys, glutathione, and protein in sir1-1 showed that the decreased activity of SiR generated a severe bottleneck in the assimilatory sulfate reduction pathway. Root sulfate uptake was strongly enhanced, and steady state levels of most of the sulfur-related metabolites, as well as the expression of many primary metabolism genes, were changed in leaves of sir1-1. Hexose and starch contents were decreased, while free amino acids increased. Inorganic carbon, nitrogen, and sulfur composition was also severely altered, demonstrating strong perturbations in metabolism that differed markedly from known sulfate deficiency responses. The results support that SiR is the only gene with this function in the Arabidopsis genome, that optimal activity of SiR is essential for normal growth, and that its downregulation causes severe adaptive reactions of primary and secondary metabolism.
Asunto(s)
Proteínas de Arabidopsis/metabolismo , Arabidopsis/enzimología , Arabidopsis/crecimiento & desarrollo , Oxidorreductasas actuantes sobre Donantes de Grupos Sulfuro/metabolismo , Sulfatos/metabolismo , Arabidopsis/genética , Proteínas de Arabidopsis/genética , Cadmio/farmacología , Carbono/metabolismo , Clonación Molecular , ADN Bacteriano/genética , Regulación de la Expresión Génica de las Plantas , Prueba de Complementación Genética , Mutagénesis Insercional , Nitrógeno/metabolismo , Análisis de Secuencia por Matrices de Oligonucleótidos , Oxidorreductasas actuantes sobre Donantes de Grupos Sulfuro/genética , ARN de Planta/genéticaRESUMEN
MOTIVATION: Cross-species meta-analyses of microarray data usually require prior affiliation of genes based on orthology information that often relies on sequence similarity. RESULTS: We present an algorithm merging microarray datasets on the basis of co-expression alone, without any requirement for orthology information to affiliate genes. Combining existing methods such as co-inertia analysis, back-transformation, Hungarian matching and majority voting in an iterative non-greedy hill-climbing approach, it affiliates arrays and genes at the same time, maximizing the co-structure between the datasets. To introduce the method, we demonstrate its performance on two closely and two distantly related datasets of different experimental context and produced on different platforms. Each pair stems from two different species. The resulting cross-species dynamic Bayesian gene networks improve on the networks inferred from each dataset alone by yielding more significant network motifs, as well as more of the interactions already recorded in KEGG and other databases. Also, it is shown that our algorithm converges on the optimal number of nodes for network inference. Being readily extendable to more than two datasets, it provides the opportunity to infer extensive gene regulatory networks. AVAILABILITY AND IMPLEMENTATION: Source code (MATLAB and R) freely available for download at http://www.mchips.org/supplements/moghaddasi_source.tgz.
Asunto(s)
Regulación de la Expresión Génica , Redes Reguladoras de Genes , Algoritmos , Teorema de Bayes , Bases de Datos Genéticas , Perfilación de la Expresión Génica/métodos , Análisis de Secuencia por Matrices de Oligonucleótidos/métodosRESUMEN
Antibody microarrays have the potential to enable comprehensive proteomic analysis of small amounts of sample material. Here, protocols are presented for the production, quality assessment, and reproducible application of antibody microarrays in a two-color mode with an array of 1,800 features, representing 810 antibodies that were directed at 741 cancer-related proteins. In addition to measures of array quality, we implemented indicators for the accuracy and significance of dual-color detection. Dual-color measurements outperform a single-color approach concerning assay reproducibility and discriminative power. In the analysis of serum samples, depletion of high-abundance proteins did not improve technical assay quality. On the contrary, depletion introduced a strong bias in protein representation. In an initial study, we demonstrated the applicability of the protocols to proteins derived from urine samples. We identified differences between urine samples from pancreatic cancer patients and healthy subjects and between sexes. This study demonstrates that biomedically relevant data can be produced. As demonstrated by the thorough quality analysis, the dual-color antibody array approach proved to be competitive with other proteomic techniques and comparable in performance to transcriptional microarray analyses.
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Anticuerpos Antineoplásicos/inmunología , Neoplasias/inmunología , Análisis por Matrices de Proteínas/métodos , Proteómica/métodos , Anticuerpos Antineoplásicos/sangre , Anticuerpos Antineoplásicos/orina , Bioensayo , Estudios de Casos y Controles , Color , Humanos , Neoplasias/sangre , Neoplasias Pancreáticas/sangre , Neoplasias Pancreáticas/inmunología , Neoplasias Pancreáticas/orina , Proteoma/metabolismo , Control de CalidadRESUMEN
An increasing amount of expressed sequence tag (EST) and genomic data, predominantly for the cnidarians Acropora, Hydra and Nematostella, reveals that cnidarians have a high genomic complexity, despite being one of the morphologically simplest multicellular animals. Considering the diversity of cnidarians, we performed an EST project on the hydroid Hydractinia echinata, to contribute towards a broader coverage of this phylum. After random sequencing of almost 9000 clones, EST characterization revealed a broad diversity in gene content. Corroborating observations in other cnidarians, Hydractinia sequences exhibited a higher sequence similarity to vertebrates than to ecdysozoan invertebrates. A significant number of sequences were hitherto undescribed in metazoans, suggesting that these may be either cnidarian innovations or ancient genes lost in the bilaterian genomes analysed so far. However, we cannot rule out some degree of contamination from commensal bacteria. The identification of unique Hydractinia sequences emphasizes that the acquired genomic information generated so far is not large enough to be representative of the highly diverse cnidarian phylum. Finally, a database was created to store all the acquired information (http://www.mchips.org/hydractinia_echinata.html).
Asunto(s)
Hidrozoos/genética , Animales , Cnidarios/clasificación , Cnidarios/genética , ADN Complementario/genética , Bases de Datos Genéticas , Etiquetas de Secuencia Expresada , Perfilación de la Expresión Génica , Hidrozoos/clasificación , Datos de Secuencia Molecular , Especificidad de la EspecieRESUMEN
BACKGROUND: Trypanosome gene expression is regulated almost exclusively at the post-transcriptional level, with mRNA degradation playing a decisive role. When trypanosomes are transferred from the blood of a mammal to the midgut of a Tsetse fly, they transform to procyclic forms: gene expression is reprogrammed, changing the cell surface and switching the mode of energy metabolism. Within the blood, trypanosomes can pre-adapt for Tsetse transmission, becoming growth-arrested stumpy forms. We describe here the transitions in gene expression that occur during differentiation of in-vitro cultured bloodstream forms to procyclic forms. RESULTS: Some mRNAs showed changes within 30 min of cis-aconitate addition, whereas others responded 12-24 hours later. For the first 12 h after addition of cis-aconitate, cells accumulated at the G1 phase of the cell cycle, and showed decreases in mRNAs required for proliferation, mimicking the changes seen in stumpy forms: many mRNAs needed for ribosomal and flagellar biogenesis showed striking co-regulation. Other mRNAs encoding components of signal transduction pathways and potential regulators were specifically induced only during differentiation. Messenger RNAs encoding proteins required for individual metabolic pathways were often co-regulated. CONCLUSION: Trypanosome genes form post-transcriptional regulons in which mRNAs with functions in particular pathways, or encoding components of protein complexes, show almost identical patterns of regulation.
Asunto(s)
Perfilación de la Expresión Génica , Procesamiento Postranscripcional del ARN , Regulón , Trypanosoma/genética , Análisis por Conglomerados , Regulación del Desarrollo de la Expresión Génica , Análisis de Secuencia por Matrices de Oligonucleótidos , ARN Mensajero/metabolismo , ARN Protozoario/metabolismo , Trypanosoma/crecimiento & desarrollo , Trypanosoma/metabolismoRESUMEN
Transcript profiling by microarray analysis offers a great opportunity to reveal unknown effects in a comprehensive context. To be able to interpret the data, some basic issues in experimental setting and design including type and number of replications have to be considered and are discussed in this work. In order to facilitate and automate data interpretation, the experimental data were projected and clustered by Correspondence Analysis, subsequently associated with gene ontology (GO) terms for functional classification. We applied the technology to investigate copper metabolism in the human pathogen Candida albicans. The presented dataset gives an example of how different fluorescent labeling, biological and technical replicas and data analysis strategies for microarray experiments may influence the final outcome of the results.
Asunto(s)
Candida albicans/genética , Candida albicans/metabolismo , Cobre/metabolismo , Perfilación de la Expresión Génica/métodos , Colorantes Fluorescentes/metabolismo , Humanos , Mutación , Análisis de Secuencia por Matrices de Oligonucleótidos , Reproducibilidad de los Resultados , Factores de Transcripción/genética , Factores de Transcripción/metabolismoRESUMEN
Pancreatic cancer is one of the most aggressive human malignancies, with an extremely poor prognosis. The paucity of curative therapies has translated into an overall 5-year survival rate of less than 5%, underscoring a desperate need for new therapeutic options. Artesunate (ART), clinically used as anti-malarial agent, has recently revealed remarkable anti-tumor activity. However, the mechanisms underlying those activities in pancreatic cancer are not yet known. Here we evaluated the anti-tumor activity of Artesunate and the possible underlying mechanisms in pancreatic cancer. MiaPaCa-2 (poorly differentiated) and BxPC-3 (moderately differentiated) pancreatic cancer cell lines were treated with Artesunate and the effect was monitored by a tetrazolium-based assay (MTS) for evaluating cell viability and by flow cytometry and caspase 3/7 activation for apoptosis evaluation. In addition cDNA arrays were used to identify differentially expressed genes. The microarray data were then validated by RT-PCR and Western blotting. Moreover, pathways associated with these expression changes were identified using the Ingenuity Pathway Analysis. The expression analysis identified a common set of genes that were regulated by Artesunate in pancreatic cancer. Our results provide the first in vitro evidence for the therapeutic utility of Artesunate in pancreatic cancer. Moreover, we identified Artesunate as a novel topoisomerase IIalpha inhibitor that inhibits pancreatic cancer growth through modulation of multiple signaling pathways. The present analysis is a starting point for the generation of hypotheses on candidate genes and for a more detailed dissection of the functional role of individual genes for the activity of Artesunate in tumor cells.
Asunto(s)
Antineoplásicos/farmacología , Artemisininas/farmacología , Perfilación de la Expresión Génica , Neoplasias Pancreáticas/genética , Apoptosis/efectos de los fármacos , Artesunato , Línea Celular Tumoral , Relación Dosis-Respuesta a Droga , Citometría de Flujo , Humanos , Análisis de Secuencia por Matrices de Oligonucleótidos , Neoplasias Pancreáticas/patología , Reacción en Cadena de la Polimerasa de Transcriptasa InversaRESUMEN
The analysis of mutations that are associated with the occurrence of drug resistance is important for monitoring the antiretroviral therapy of patients infected with human immunodeficiency virus (HIV). Here, we describe the establishment and successful application of Arrayed Primer Extension (APEX) for genotypic resistance testing in HIV as a rapid and economical alternative to standard sequencing. The assay is based on an array of oligonucleotide primers that are immobilised via their 5'-ends. Upon hybridisation of template DNA, a primer extension reaction is performed in the presence of the four dideoxynucleotides, each labelled with a distinct fluorophore. The inserted label immediately indicates the sequence at the respective position. Any mutation changes the colour pattern. We designed a microarray for the analysis of 26 and 33 codons in the HIV protease and reverse transcriptase, respectively, which are of special interest with respect to drug resistance. The enormous genome variability of HIV represents a big challenge for genotypic resistance tests, which include a hybridisation step, both in terms of specificity and probe numbers. The use of degenerated oligonucleotides resulted in a significant reduction in the number of primers needed. For validation, DNA of 94 and 48 patients that exhibited resistance to inhibitors of HIV protease and reverse transcriptase, respectively, were analysed. The validation included HIV subtype B, prevalent in industrialised countries, as well as non-subtype B samples that are more common elsewhere.
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Síndrome de Inmunodeficiencia Adquirida/tratamiento farmacológico , Fármacos Anti-VIH/uso terapéutico , Farmacorresistencia Viral/efectos de los fármacos , Inhibidores de la Proteasa del VIH/uso terapéutico , VIH/efectos de los fármacos , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Síndrome de Inmunodeficiencia Adquirida/genética , Síndrome de Inmunodeficiencia Adquirida/virología , Secuencia de Bases , ADN Bacteriano/análisis , ADN Bacteriano/genética , Farmacorresistencia Viral/fisiología , Genotipo , VIH/crecimiento & desarrollo , Proteasa del VIH/metabolismo , Humanos , MutaciónRESUMEN
In the African trypanosome Trypanosoma brucei nearly all control of gene expression is posttranscriptional; sequences in the 3'-untranslated regions of mRNAs determine the steady-state mRNA levels by regulation of RNA turnover. Here we investigate the roles of two related proteins, TbUBP1 and TbUBP2, containing a single RNA recognition motif, in trypanosome gene expression. TbUBP1 and TbUBP2 are in the cytoplasm and nucleus, comprise ca. 0.1% of the total protein, and are not associated with polysomes or RNA degradation enzymes. Overexpression of TbUBP2 upregulated the levels of several mRNAs potentially involved in cell division, including the CFB1 mRNA, which encodes a protein with a cyclin F-box domain. CFB1 regulation was mediated by the 3'-untranslated region and involved stabilization of the mRNA. Depletion of TbUBP2 and TbUBP1 inhibited growth and downregulated expression of the cyclin F box protein gene CFB2; trans splicing was unaffected. The results of pull-down assays indicated that all tested mRNAs were bound to TbUBP2 or TbUBP1, with some preference for CFB1. We suggest that TbUBP1 and TbUBP2 may be relatively nonspecific RNA-binding proteins and that specific effects of overexpression or depletion could depend on competition between various different proteins for RNA binding.
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Proteínas F-Box/genética , Regulación de la Expresión Génica , Estadios del Ciclo de Vida , Proteínas Protozoarias/metabolismo , Proteínas de Unión al ARN/metabolismo , Trypanosoma brucei brucei/crecimiento & desarrollo , Trypanosoma brucei brucei/genética , Regiones no Traducidas 3' , Animales , Proliferación Celular , Genes Protozoarios , Unión Proteica , Transporte de Proteínas , Proteínas Protozoarias/genética , Estabilidad del ARN , ARN Mensajero/genética , ARN Mensajero/metabolismo , ARN Protozoario/metabolismo , Proteínas de Unión al ARN/genética , Elementos de Respuesta , Fracciones Subcelulares/metabolismo , Trypanosoma brucei brucei/citologíaRESUMEN
BACKGROUND: Up to now, microarray data are mostly assessed in context with only one or few parameters characterizing the experimental conditions under study. More explicit experiment annotations, however, are highly useful for interpreting microarray data, when available in a statistically accessible format. RESULTS: We provide means to preprocess these additional data, and to extract relevant traits corresponding to the transcription patterns under study. We found correspondence analysis particularly well-suited for mapping such extracted traits. It visualizes associations both among and between the traits, the hereby annotated experiments, and the genes, revealing how they are all interrelated. Here, we apply our methods to the systematic interpretation of radioactive (single channel) and two-channel data, stemming from model organisms such as yeast and drosophila up to complex human cancer samples. Inclusion of technical parameters allows for identification of artifacts and flaws in experimental design. CONCLUSION: Biological and clinical traits can act as landmarks in transcription space, systematically mapping the variance of large datasets from the predominant changes down toward intricate details.
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Biología Computacional/métodos , Análisis de Secuencia por Matrices de Oligonucleótidos/estadística & datos numéricos , Análisis por Conglomerados , Interpretación Estadística de Datos , Análisis Factorial , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Reproducibilidad de los ResultadosRESUMEN
MOTIVATION: The functional interpretation of microarray datasets still represents a time-consuming and challenging task. Up to now functional categories that are relevant for one or more experimental context(s) have been commonly extracted from a set of regulated genes and presented in long lists. RESULTS: To facilitate interpretation, we integrated Gene Ontology (GO) annotations into Correspondence Analysis to display genes, experimental conditions and gene-annotations in a single plot. The position of the annotations in these plots can be directly used for the functional interpretation of clusters of genes or experimental conditions without the need for comparing long lists of annotations. Correspondence Analysis is not limited in the number of experimental conditions that can be compared simultaneously, allowing an easy identification of characterizing annotations even in complex experimental settings. Due to the rapidly increasing amount of annotation data available, we apply an annotation filter. Hereby the number of displayed annotations can be significantly reduced to a set of descriptive ones, further enhancing the interpretability of the plot. We validated the method on transcription data from Saccharomyces cerevisiae and human pancreatic adenocarcinomas. AVAILABILITY: The M-CHiPS software is accessible for collaborators at http://www.mchips.org
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Algoritmos , Bases de Datos de Proteínas , Documentación/métodos , Perfilación de la Expresión Génica/métodos , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Proteínas/análisis , Proteínas/clasificación , Biomarcadores de Tumor/análisis , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , Sistemas de Administración de Bases de Datos , Humanos , Almacenamiento y Recuperación de la Información/métodos , Procesamiento de Lenguaje Natural , Proteínas de Neoplasias/análisis , Proteínas de Neoplasias/genética , Proteínas de Neoplasias/metabolismo , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/metabolismo , Proteínas/metabolismo , Proteínas de Saccharomyces cerevisiae/análisis , Proteínas de Saccharomyces cerevisiae/clasificación , Proteínas de Saccharomyces cerevisiae/metabolismo , Integración de SistemasRESUMEN
The class B MADS box transcription factors DEFICIENS (DEF) and GLOBOSA (GLO) of Antirrhinum majus together control the organogenesis of petals and stamens. Toward an understanding of how the downstream molecular mechanisms controlled by DEF contribute to petal organogenesis, we conducted expression profiling experiments using macroarrays comprising >11,600 annotated Antirrhinum unigenes. First, four late petal developmental stages were compared with sepals. More than 500 ESTs were identified that comprise a large number of stage-specifically regulated genes and reveal a highly dynamic transcriptional regulation. For identification of DEF target genes that might be directly controlled by DEF, we took advantage of the temperature-sensitive def-101 mutant. To enhance the sensitivity of the profiling experiments, one petal developmental stage was selected, characterized by increased transcriptome changes that reflect the onset of cell elongation processes replacing cell division processes. Upon reduction of the DEF function, 49 upregulated and 52 downregulated petal target genes were recovered. Eight target genes were further characterized in detail by RT-PCR and in situ studies. Expression of genes responding rapidly toward an altered DEF activity is confined to different petal tissues, demonstrating the complexity of the DEF function regulating diverse basic processes throughout petal morphogenesis.