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MicroRNAs (miRs) are small non- coding RNA molecules controlling a plethora of biological processes such as development, cellular survival and senescence. We here determined miRs differentially regulated during cardiac postnatal development and aging. Cardiac function, morphology and miR expression profiles were determined in neonatal, 4 weeks, 6 months and 19 months old normotensive male healthy C57/Bl6N mice. MiR-22 was most prominently upregulated during cardiac aging. Cardiac expression of its bioinformatically predicted target mimecan (osteoglycin, OGN) was gradually decreased with advanced age. Luciferase reporter assays validated mimecan as a bona fide miR-22 target. Both, miR-22 and its target mimecan were co- expressed in cardiac fibroblasts and smooth muscle cells. Functionally, miR-22 overexpression induced cellular senescence and promoted migratory activity of cardiac fibroblasts. Small interference RNA-mediated silencing of mimecan in cardiac fibroblasts mimicked the miR-22-mediated effects. Rescue experiments revealed that the effects of miR-22 on cardiac fibroblasts were only partially mediated by mimecan. In conclusion, miR-22 upregulation in the aging heart contributed at least partly to accelerated cardiac fibroblast senescence and increased migratory activity. Our results suggest an involvement of miR-22 in age-associated cardiac changes, such as cardiac fibrosis.
The ITS2 Database
(2012)
The internal transcribed spacer 2 (ITS2) has been used as a phylogenetic marker for more than two decades. As ITS2 research mainly focused on the very variable ITS2 sequence, it confined this marker to low-level phylogenetics only. However, the combination of the ITS2 sequence and its highly conserved secondary structure improves the phylogenetic resolution1 and allows phylogenetic inference at multiple taxonomic ranks, including species delimitation.
The ITS2 Database presents an exhaustive dataset of internal transcribed spacer 2 sequences from NCBI GenBank accurately reannotated. Following an annotation by profile Hidden Markov Models (HMMs), the secondary structure of each sequence is predicted. First, it is tested whether a minimum energy based fold (direct fold) results in a correct, four helix conformation. If this is not the case, the structure is predicted by homology modeling. In homology modeling, an already known secondary structure is transferred to another ITS2 sequence, whose secondary structure was not able to fold correctly in a direct fold.
The ITS2 Database is not only a database for storage and retrieval of ITS2 sequence-structures. It also provides several tools to process your own ITS2 sequences, including annotation, structural prediction, motif detection and BLAST search on the combined sequence-structure information. Moreover, it integrates trimmed versions of 4SALE and ProfDistS for multiple sequence-structure alignment calculation and Neighbor Joining tree reconstruction. Together they form a coherent analysis pipeline from an initial set of sequences to a phylogeny based on sequence and secondary structure.
In a nutshell, this workbench simplifies first phylogenetic analyses to only a few mouse-clicks, while additionally providing tools and data for comprehensive large-scale analyses.
Localization microscopy techniques are super-resolution fluorescence imaging methods based on the detection of individual molecules. Despite the relative simplicity of the microscope setups and the availability of commercial instruments, localization microscopy faces unique challenges. While achieving super-resolution is now routine, issues concerning data analysis and interpretation mean that revealing novel biological insights is not. Here, we outline why data analysis and the design of robust test samples may hold the key to harness the full potential of localization microscopy.
Honeybees can easily be trained to perform different types of discrimination tasks under controlled laboratory conditions. This review describes a range of experiments carried out with free-flying forager honeybees under such conditions. The research done over the past 30 or so years suggests that cognitive abilities (learning and perception) in insects are more intricate and flexible than was originally imagined. It has become apparent that honeybees are capable of a variety of visually guided tasks, involving decision making under challenging situations: this includes simultaneously making use of different sensory modalities, such as vision and olfaction, and learning to use abstract concepts such as “sameness” and “difference.” Many studies have shown that decision making in foraging honeybees is highly flexible. The trained animals learn how to solve a task, and do so with a high accuracy, but when they are presented with a new variation of the task, they apply the learnt rules from the earlier setup to the new situation, and solve the new task as well. Honeybees therefore not only feature a rich behavioral repertoire to choose from, but also make decisions most apt to the current situation. The experiments in this review give an insight into the environmental cues and cognitive resources that are probably highly significant for a forager bee that must continually make decisions regarding patches of resources to be exploited.
Background
Blood-born miRNA signatures have recently been reported for various tumor diseases. Here, we compared the miRNA signature in Wilms tumor patients prior and after preoperative chemotherapy according to SIOP protocol 2001.
Results
We did not find a significant difference between miRNA signature of both groups. However both, Wilms tumor patients prior and after chemotherapy showed a miRNA signature different from healthy controls. The signature of Wilms tumor patients prior to chemotherapy showed an accuracy of 97.5% and of patients after chemotherapy an accuracy of 97.0%, each as compared to healthy controls.
Conclusion
Our results provide evidence for a blood-born Wilms tumor miRNA signature largely independent of four weeks preoperative chemotherapy treatment.
BACKGROUND: In the face of growing resistance in malaria parasites to drugs, pharmacological combination therapies are important. There is accumulating evidence that methylene blue (MB) is an effective drug against malaria. Here we explore the biological effects of both MB alone and in combination therapy using modeling and experimental data.
RESULTS: We built a model of the central metabolic pathways in P. falciparum. Metabolic flux modes and their changes under MB were calculated by integrating experimental data (RT-PCR data on mRNAs for redox enzymes) as constraints and results from the YANA software package for metabolic pathway calculations. Several different lines of MB attack on Plasmodium redox defense were identified by analysis of the network effects. Next, chloroquine resistance based on pfmdr/and pfcrt transporters, as well as pyrimethamine/sulfadoxine resistance (by mutations in DHF/DHPS), were modeled in silico. Further modeling shows that MB has a favorable synergism on antimalarial network effects with these commonly used antimalarial drugs.
CONCLUSIONS: Theoretical and experimental results support that methylene blue should, because of its resistance-breaking potential, be further tested as a key component in drug combination therapy efforts in holoendemic areas.
Two-component systems (TCS) are short signalling pathways generally occurring in prokaryotes. They frequently regulate prokaryotic stimulus responses and thus are also of interest for engineering in biotechnology and synthetic biology. The aim of this study is to better understand and describe rewiring of TCS while investigating different evolutionary scenarios. Based on large-scale screens of TCS in different organisms, this study gives detailed data, concrete alignments, and structure analysis on three general modification scenarios, where TCS were rewired for new responses and functions: (i) exchanges in the sequence within single TCS domains, (ii) exchange of whole TCS domains; (iii) addition of new components modulating TCS function. As a result, the replacement of stimulus and promotor cassettes to rewire TCS is well defined exploiting the alignments given here. The diverged TCS examples are non-trivial and the design is challenging. Designed connector proteins may also be useful to modify TCS in selected cases.
Staphylococcus aureus uses a plethora of virulence factors to accommodate a diversity of niches in its human host. Aside from the classical manifestations of S. aureus-induced diseases, the pathogen also invades and survives within mammalian host cells. The survival strategies of the pathogen are as diverse as strains or host cell types used. S. aureus is able to replicate in the phagosome or freely in the cytoplasm of its host cells. It escapes the phagosome of professional and non-professional phagocytes, subverts autophagy, induces cell death mechanisms such as apoptosis and pyronecrosis, and even can induce anti-apoptotic programs in phagocytes. The focus of this review is to present a guide to recent research outlining the variety of intracellular fates of S. aureus.
The infectious intracellular lifestyle of Salmonella enterica relies on the adaptation to nutritional conditions within the Salmonella-containing vacuole (SCV) in host cells. We summarize latest results on metabolic requirements for Salmonella during infection. This includes intracellular phenotypes of mutant strains based on metabolic modeling and experimental tests, isotopolog profiling using (13)C-compounds in intracellular Salmonella, and complementation of metabolic defects for attenuated mutant strains towards a comprehensive understanding of the metabolic requirements of the intracellular lifestyle of Salmonella. Helpful for this are also genomic comparisons. We outline further recent studies and which analyses of intracellular phenotypes and improved metabolic simulations were done and comment on technical required steps as well as progress involved in the iterative refinement of metabolic flux models, analyses of mutant phenotypes, and isotopolog analyses. Salmonella lifestyle is well-adapted to the SCV and its specific metabolic requirements. Salmonella metabolism adapts rapidly to SCV conditions, the metabolic generalist Salmonella is quite successful in host infection.
Tardigrades have unique stress-adaptations that allow them to survive extremes of cold, heat, radiation and vacuum. To study this, encoded protein clusters and pathways from an ongoing transcriptome study on the tardigrade \(Milnesium\) \(tardigradum\) were analyzed using bioinformatics tools and compared to expressed sequence tags (ESTs) from \(Hypsibius\) \(dujardini\), revealing major pathways involved in resistance against extreme environmental conditions. ESTs are available on the Tardigrade Workbench along with software and databank updates. Our analysis reveals that RNA stability motifs for \(M.\) \(tardigradum\) are different from typical motifs known from higher animals. \(M.\) \(tardigradum\) and \(H.\) \(dujardini\) protein clusters and conserved domains imply metabolic storage pathways for glycogen, glycolipids and specific secondary metabolism as well as stress response pathways (including heat shock proteins, bmh2, and specific repair pathways). Redox-, DNA-, stress- and protein protection pathways complement specific repair capabilities to achieve the strong robustness of \(M.\) \(tardigradum\). These pathways are partly conserved in other animals and their manipulation could boost stress adaptation even in human cells. However, the unique combination of resistance and repair pathways make tardigrades and \(M.\) \(tardigradum\) in particular so highly stress resistant.
Hey1, Hey2 and HeyL are downstream effectors of the Notch signalling pathway. Hey genes play decisive roles during embryonic development for example in cardiovascular development. However, the precise transcriptional programmes and genes, which are affected by each single Hey gene, are still poorly understood. One drawback for the analysis of Hey1, Hey2 or HeyL single gene function is that these genes are co-expressed in many tissues and share a high degree of functional redundancy. Thus, it was necessary to establish a system, which is either devoid of Hey expression, or just comprises one single Hey gene family member. For this, Hey1(fl/fl)/Hey2(-/-)/HeyL(-/-)- as well as Hey-triple- knock out (KO)-ES cells (embryonic stem cells) were generated in this work, because ES cells and their differentiation as EBs (embryoid bodies) represent a valuable tool for the in vitro analysis of embryonic developmental processes. After the establishment of Hey1(fl/fl)/Hey2(-/-)/HeyL(-/-)- and Hey-triple- KO-ES cells, it could be seen by ALP staining and pluripotency marker expression that loss of Hey expression did not affect ES cell pluripotency features. Thus, these ES cells represent bona fide ES cells and could be further used for the differentiation as EBs. Here, differences in gene expression between Hey1(fl/fl)/Hey2(-/-)/HeyL(-/-)- and Hey-triple- KO-ES cells (after the loss of Hey1) could be observed in realtime-RT-PCR analysis for the endodermal marker AFP as well as for neural and myogenic markers in d10 EBs. However, the establishment of inducible Hey1, Hey2 or HeyL ES cell lines will be essential to confirm these findings and to search for novel Hey target genes. To get further insight into the mode of Hey action, the analysis of Hey interaction partners is necessary. One such binding partner, the Bre protein, has previously been found in a yeast-two-hybrid screen. Bre has been described to be a member of two distinct complexes (i.e. the nuclear BRCA1-A complex with a function in DNA damage response and the cytoplasmic BRISC complex), to directly interact with the TNF-receptor and Fas and to interfere with apoptotic signalling. The Hey-Bre interaction could be further corroborated in this work; yet, it was not possible to narrow down the interaction site of Bre with Hey1. It rather seems that non-overlapping parts of the Bre protein may bind to Hey. This interaction may be direct– pointing to more than one interaction site inside the Bre protein – or via a common binding partner such as the endogenous Bre protein itself. Besides the interaction studies, functional assays were performed for a more detailed characterisation of Hey1 and Bre interaction. Here, it could be shown that Hey1 over-expression did not have any influence on Bre sub-cellular localisation. Interestingly, it could be demonstrated that Bre positively interfered with Hey1 repressive function in luciferase assays at three of four promoters analysed. Moreover, interaction with Bre seems to lead to a stabilisation of Hey1. As Bre has been described to modulate the E3-ligase activity intrinsic to the BRCC complex it was analysed whether Bre over-expression results in an ubiquitination of Hey1. Yet, this could not be observed in the present work. Furthermore, an interaction of Bre with ubiquitinated proteins could not be demonstrated in an ubiquitin binding assay. To obtain a better insight into Bre function, Bre LacZ gene trap-ES cells and animals were generated. However, realtime-RT-analyses revealed that these cells and mice did not show a loss of Bre expression on mRNA level indicating that insertion mutagenesis did not occur as expected. However, embryos derived from these mice could nevertheless be used for the detection of tissues with Bre expression by β-galactosidase staining. Bre deficiency on mRNA levels was only achieved after the deletion of the floxed exon 3 resulting in the generation of Bre del-mice. Bre del-mice were fertile and without any obvious phenotype and they were used for the generation of Bre del- and wt-MEFs (murine embryonic fibroblasts). Characterisation of these cells showed that proliferation was not affected after loss of Bre (neither under normal nor under stress conditions). However, loss of Bre notably resulted in a reduction in the BRCA1 DNA damage response, in a slightly increased sensitivity towards apoptosis induction by FasL treatment and in an increase in the K63-poly-ubiquitin content in Bre del-cytoplasmic fractions, probably linked to a change in the BRISC de-ubiquitinase activity. Even though these results have the same tendencies as observed in former studies, the effects in the present work are less striking. Further studies as well as intercrossing of Bre del- to Hey KO-animals will be necessary to further understand the functional relevance of Hey and Bre interaction.
Ants of the species Camponotus floridanus live in huge colonies composed of genetically identical or closely related animals, which should predispose them to an increased vulnerability towards infection by pathogens (Cremer et al. 2007). Therefore the question is how ants (or social insects in general) can nevertheless efficiently combat infections. In order to investigate the immune response of the ant C. floridanus, the present study initially focused on the identification of possible immune factors, encoded by the ant´s genome. By using the method “suppression subtractive hybridization” as well as by Illumnia sequencing technology, several immune-related genes could be identified. Among these were genes encoding proteins involved in pathogen recognition, signal transduction, antimicrobial activity, or general stress response. In accordance with the ant´s genome sequence (Bonasio et al. 2010), only three antimicrobial peptide (AMP) genes could be identified in C. floridanus. The gene and cDNA sequences of these AMPs were established and their expression was shown to be induced by microbial challenge. Two different defensin genes (type 1 and 2) were characterized. A detailed characterization of the mRNA and gene sequence of the other AMP, a hymenoptaecin, revealed a special repeat structure. The C. floridanus hymenoptaecin has a signal and a pro-sequence followed by a hymenoptaecin-like domain and six directly repeated hymenoptaecin domains (HDs). Since each HD is flanked by two known processing sites, proteolytic processing of the precursor protein may generate several mature AMPs. Bioinformatical analyses revealed the presence of hymenoptaecin genes with similar multipeptide precursor structure in genomes of other ant species suggesting an evolutionary conserved important role of this gene in ant immunity. C. floridanus ants harbor the obligate intracellular bacterium, Blochmannia floridanus, in specialized cells (so-called bacteriocytes), which are intercalated between midgut cells as well as in ovaries of females (Blochmann 1882; Sauer et al. 2002; Schröder et al. 1996). Ant hosts face the problem that on the one hand they have to maintain the beneficial symbiotic bacteria and on the other hand they need to raise an immune response against harmful pathogenic bacteria during an infection. It was investigated, if endosymbionts are actually detected by the host immune system. Injection of B. floridanus induced an immune response of its host C. floridanus, which was comparable to the one towards pathogens. This means that, despite the evolutionary established cooperation of the endosymbionts and their hosts, these bacteria are still recognized as „non-self“ by the host immune system. This finding led to the question, if the ant immune system might be involved in regulation of the endosymbiont number in the midgut tissue in order to avoid their uncontrolled replication. During the holometabolous life cycle of the ant hosts the distribution of bacteriocytes and of Blochmannia endosymbionts is remarkably dynamic and peaks in late pupal stages, in which the entire midgut is transformed into a symbiotic organ (Stoll et al. 2010). It was hypothesized that hosts could regulate the number of endosymbionts present in their tissues via the innate immune system. A quantitative gene expression analysis of assumed symbiosis-relevant candidate genes revealed distinct expression patterns of some genes according to developmental stage and tissue. Moreover, the immune gene expression in response to bacterial challenge was investigated in the pupal stage. By an artificial immune-challenge of pupae it was confirmed that in fact the immune response of the endosymbiont-bearing midgut tissue differs from that of other body parts. The data support a key role for amidase peptidoglycan recognition proteins (PGRPs), especially PGRP-LB, in endosymbiont tolerance and suggest an involvement of the lysosomal system in control of Blochmannia endosymbionts. In sum, this thesis provides a first description of the immune response of the ant C. floridanus. A comprehensive set of immune-relevant genes was determined. Especially, the identification and molecular characterization of the hymenoptaecin gene delivered new insights into the immune competence of ants in general. Moreover, first indications could be gathered for the involvement of the immune system in controlling the endosymbiont B. floridanus.
Recent development of proteomic approaches and generation of large-scale proteomic datasets calls for new methods for biological interpretation of the obtained results. Systems biological approaches such as integrated network analysis and functional module search have become an essential part of proteomic investigation. Proteomics is especially applied in anucleate cells such as platelets. The underlying molecular mechanisms of platelet activation and their pharmacological modulation are of immense importance for clinical research. Advances in platelet proteomics have provided a large amount of proteomic data, which has not yet been comprehensively investigated in a systems biological perspective. To this end, I assembled platelet specific data from proteomic and transcriptomic studies by detailed manual curation and worked on the generation of a comprehensive human platelet repository for systems biological analysis of platelets in the functional context of integrated networks (PlateletWeb) (http:/PlateletWeb.bioapps.biozentrum.uni-wuerzburg.de). I also added platelet-specific experimentally validated phosphorylation data and generated kinase predictions for 80% of the newly identified platelet phosphosites. The combination of drug, disease and pathway information with phosphorylation and interaction data makes this database the first integrative platelet platform available for platelet research. PlateletWeb contains more than 5000 platelet proteins, which can also be analyzed and visualized in a network context, allowing identification of all major signaling modules involved in platelet activation and inhibition. Using the wealth of integrated data I performed a series of platelet-specific analyses regarding the platelet proteome, pathways, drug targets and novel platelet phosphorylation events involved in crucial signaling events. I analyzed the statistical enrichment of known pathways for platelet proteins and identified endocytosis as a highly represented pathway in platelets. Further results revealed that highly connected platelet proteins are more often targeted by drugs. Using integrated network analysis offered by PlateletWeb, I analyzed the crucial activation signaling pathway of adenosine diphosphate (ADP), visualizing how the signal flow from receptors to effectors is maintained. My work on integrin inside-out signaling was also based on the integrated network approach and examined new platelet-specific phosphorylation sites and their regulation using kinase predictions. I generated hypothesis on integrin signaling, by investigating the regulation of Ser269 phosphorylation site on the docking protein 1 (DOK1). This phosphorylation site may influence the inhibiting effect of DOK1 on integrin a2bb3. Extending the integrated network approach to further cell lines, I used the assembled human interactome information for the analysis of functional modules in cellular networks. The investigation was performed with a previously developed module detection algorithm, which finds maximum-scoring subgraphs in transcriptomic datasets by using assigned values to the network nodes. We extended the algorithm to qualitative proteomic datasets and enhanced the module search by adding functional information to the network edges to concentrate the solution onto modules with high functional similarity. I performed a series of analyses to validate its performance in small-sized (virus-infected gastric cells) and medium-sized networks (human lymphocytes). In both cases the algorithm extracted characteristic modules of sample proteins with high functional similarity. The functional module search is especially useful in site-specific phosphoproteomic datasets, where kinase regulation of the detected sites is often sparse or lacking. Therefore, I used the module detection algorithm in quantitative phosphoproteomic datasets. In a platelet phosphorylation dataset, I presented a pipeline for network analysis of detected phosphorylation sites. In a second approach, the functional module detecting algorithm was used on a phosphoproteome network of human embryonic stem cells, in which nodes represented the maximally changing phosphorylation sites in the experiment. Additional kinases from the human phosphoproteome in PlateletWeb were included to the network to investigate the regulation of the signal flow. Results indicated important phosphorylation sites and their upstream kinases and explained changes observed in embryonic stem cells during differentiation. This work presents novel approaches for integrated network analysis in cells and introduces for the first time a systematic biological investigation of the human platelet proteome based on the platelet-specific knowledge base PlateletWeb. The extended methods for optimized functional module detection offer an invaluable tool for exploring proteomic datasets and covering gaps in complex large-scale data analysis. By combining exact module detection approaches with functional information data between interacting proteins, characteristic functional modules with high functional resemblance can be extracted from complex datasets, thereby focusing on important changes in the observed networks.
The mechanisms that enable cells to regulate their gene expression and thus their metabolism, proliferation or cellular behaviour are not only important to understand the basic biology of a living cell, but are also of crucial interest in cancerogenesis. Highly interwoven and tightly regulated pathways are the basis of a robust but also flexible regulatory network. Interference with these pathways can be either causative for tumorigenesis or can modify its outcome. The receptor tyrosine kinase (RTK) and RAS dependent pathways leading to AKT or ERK1/2 activation are of particular interest in melanoma. These signaling modules are commonly activated by different mutations that can be found in various pathway components like NRAS, BRAF or PTEN. The first part of this work deals with the diverse and versatile functions of the ERK1/2 pathway feedbackregulator MKP2 in different cellular, melanoma relevant settings. In addition, a functional role of the AP1-complex member FOSL1, an ERK1/2 transcriptional target being implicated in the regulation of proliferation, is demonstrated. Secondly, aspects of direct pharmacological inhibition of the ERK1/2 pathway with regard to the induction of apoptosis have been analysed. Due to the high frequency of melanoma related mutations occurring in the RAS/RAF/MEK/ERK pathway (e.g. NRASQ61K, BRAFV600E), inhibition of this signaling cascade is deemed to be a promising therapeutic strategy for the treatment of malignant melanoma. However, although in clinical trials mono-therapeutic treatment with MEK- or RAF inhibitors was successful in the short run, it failed to show satisfactory long-lasting effects. Hence, combination therapies using a MAPK pathway inhibitor and an additional therapy are currently under investigation. I was able to demonstrate that inhibition of MEK using the highly specific inhibitor PD184352 can have a protective effect on melanoma cells with regard to their susceptibility towards the apoptosis inducing agent cisplatin. Single application of cisplatin led to strong DNA damage and the induction of caspase-dependent apoptosis. Additional administration of the MEK inhibitor, however, strongly reduced the apoptosis inducing effect of cisplatin in several melanoma cell lines, These cells displayed an increased activation of the serine/threonine kinase AKT after MEK inhibition. This AKT activation concomitantly led to the phosphorylation of FOXO transcription factors, attenuating the cisplatin induced expression of the BH3-only protein PUMA. PUMA in turn was important to mediate the apoptosis machinery after cisplatin treatment. My results also indicate a participation of RTKs, in particular EGFR, in mediating MEK inhibitor induced activation of AKT. These results demonstrate that inhibition of the RAS/RAF/MEK/ERK signaling pathway in melanoma cell lines does not necessilary have favourable effects in a cytotoxic co-treatment situation. Instead, it can even enhance melanoma survival under pro-apoptotic conditions.
Systems biology looks for emergent system effects from large scale assemblies of molecules and data, for instance in the human platelets. However, the computational efforts in all steps before such insights are possible can hardly be under estimated. In practice this involves numerous programming tasks, the establishment of new database systems but as well their maintenance, curation and data validation. Furthermore, network insights are only possible if strong algorithms decipher the interactions, decoding the hidden system effects. This thesis and my work are all about these challenges. To answer this requirement, an integrated platelet network, PlateletWeb, was assembled from different sources and further analyzed for signaling in a systems biological manner including multilevel data integration and visualization. PlateletWeb is an integrated network database and was established by combining the data from recent platelet proteome and transcriptome (SAGE) studies. The information on protein-protein interactions and kinase-substrate relationships extracted from bioinformatical databases as well as published literature were added to this resource. Moreover, the mass spectrometry-based platelet phosphoproteome was combined with site-specific phosphorylation/ dephosphorylation information and then enhanced with data from Phosphosite and complemented by bioinformatical sequence analysis for site-specific kinase predictions. The number of catalogued platelet proteins was increased by over 80% as compared to the previous version. The integration of annotations on kinases, protein domains, transmembrane regions, Gene Ontology, disease associations and drug targets provides ample functional tools for platelet signaling analysis. The PlateletWeb resource provides a novel systems biological workbench for the analysis of platelet signaling in the functional context of protein networks. By comprehensive exploration, over 15000 phosphorylation sites were found, out of which 2500 have the corresponding kinase associations. The network motifs were also investigated in this anucleate cell and characterize signaling modules based on integrated information on phosphorylation and protein-protein interactions. Furthermore, many algorithmic approaches have been introduced, including an exact approach (heinz) based on integer linear programming. At the same time, the concept of semantic similarities between two genes using Gene Ontology (GO) annotations has become an important basis for many analytical approaches in bioinformatics. Assuming that a higher number of semantically similar gene functional annotations reflect biologically more relevant interactions, an edge score was devised for functional network analysis. Bringing these two approaches together, the edge score, based on the GO similarity, and the node score, based on the expression of the proteins in the analyzed cell type (e.g. data from proteomic studies), the functional module as a maximum-scoring sub network in large protein-protein interaction networks was identified. This method was applied to various proteome datasets (different types of blood cells, embryonic stem cells) to identify protein modules that functionally characterize the respective cell type. This scalable method allows a smooth integration of data from various sources and retrieves biologically relevant signaling modules.
In initial experiments, the well characterized VACV strain GLV-1h68 and three wild-type LIVP isolates were utilized to analyze gene expression in a pair of autologous human melanoma cell lines (888-MEL and 1936 MEL) after infection. Microarray analyses, followed by sequential statistical approaches, characterized human genes whose transcription is affected specifically by VACV infection. In accordance with the literature, those genes were involved in broad cellular functions, such as cell death, protein synthesis and folding, as well as DNA replication, recombination, and repair. In parallel to host gene expression, viral gene expression was evaluated with help of customized VACV array platforms to get better insight over the interplay between VACV and its host. Our main focus was to compare host and viral early events, since virus genome replication occurs early after infection. We observed that viral transcripts segregated in a characteristic time-specific pattern, consistent with the three temporal expression classes of VACV genes, including a group of genes which could be classified as early-stage genes. In this work, comparison of VACV early replication and respective early gene transcription led to the identification of seven viral genes whose expression correlated strictly with replication. We considered the early expression of those seven genes to be representative for VACV replication and we therefore referred to them as viral replication indicators (VRIs). To explore the relationship between host cell transcription and viral replication, we correlated viral (VRI) and human early gene expression. Correlation analysis revealed a subset of 114 human transcripts whose early expression tightly correlated with early VRI expression and thus early viral replication. These 114 human molecules represented an involvement in broad cellular functions. We found at least six out of 114 correlates to be involved in protein ubiquitination or proteasomal function. Another molecule of interest was the serine-threonine protein kinase WNK lysine-deficient protein kinase 1 (WNK1). We discovered that WNK1 features differences on several molecular biological levels associated with permissiveness to VACV infection. In addition to that, a set of human genes was identified with possible predictive value for viral replication in an independent dataset. A further objective of this work was to explore baseline molecular biological variances associated with permissiveness which could help identifying cellular components that contribute to the formation of a permissive phenotype. Therefore, in a subsequent approach, we screened a set of 15 melanoma cell lines (15-MEL) regarding their permissiveness to GLV-1h68, evaluated by GFP expression levels, and classified the top four and lowest four cell lines into high and low permissive group, respectively. Baseline gene transcriptional data, comparing low and highly permissive group, suggest that differences between the two groups are at least in part due to variances in global cellular functions, such as cell cycle, cell growth and proliferation, as well as cell death and survival. We also observed differences in the ubiquitination pathway, which is consistent with our previous results and underlines the importance of this pathway in VACV replication and permissiveness. Moreover, baseline microRNA (miRNA) expression between low and highly permissive group was considered to provide valuable information regarding virus-host co-existence. In our data set, we identified six miRNAs that featured varying baseline expression between low and highly permissive group. Finally, copy number variations (CNVs) between low and highly permissive group were evaluated. In this study, when investigating differences in the chromosomal aberration patterns between low and highly permissive group, we observed frequent segmental amplifications within the low permissive group, whereas the same regions were mostly unchanged in the high group. Taken together, our results highlight a probable correlation between viral replication, early gene expression, and the respective host response and thus a possible involvement of human host factors in viral early replication. Furthermore, we revealed the importance of cellular baseline composition for permissiveness to VACV infection on different molecular biological levels, including mRNA expression, miRNA expression, as well as copy number variations. The characterization of human target genes that influence viral replication could help answering the question of host cell response to oncolytic virotherapy and provide important information for the development of novel recombinant vaccinia viruses with improved features to enhance replication rate and hence trigger therapeutic outcome.
Cancer-related anemia is prevalent in cancer patients. Anemia negatively affects normal mental and physical function capacity with common symptoms s like fatigue, headache, or depression. Human erythropoietin (hEPO), a glycoprotein hormone regulating red blood cell formation, is approved for the treatment of cancer-related anemia. It has shown benefits in correcting anemia, and subsequently improving health-related quality of life and/or enhancing radio-, and chemotherapy. Several recent clinical trials have suggested that recombinant hEPO (rhEPO) may promote tumor growth that raises the questions concerning the safety of using rhEPO for cancer treatment. However in others, such effects were not indicated. As of today, the direct functional effect of rhEPO in tumor models remains controversial and needs to be further analyzed. Based on the GLV-1h68 backbone, the hEPO-expressing recombinant VACV strains (EPO-VACVs) GLV-1h210, GLV-1h211, GLV-1h212 and GLV-1h213 were generated by replacing the lacZ expression cassette at the J2R locus with hEPO under the control of different vaccinia promoters p7.5, pSE, pSEL, pSL, respectively. Also, GLV-1h209 was generated, which is similar to GLV-1h210 but expresses a mutated non-functinal EPO (R103A). The EPO-VACV strains were characterized for their oncolytic efficacy in lung (A549) cancer cells in culture and tumor xenografts. Concomitantly, the effects of locally expressed hEPO in tumors on virus replication, host immune infiltration, tumor vascularization and tumor growth were also evaluated. As expected, EPO-VACVs enhanced red blood cell (RBC) formation in xenograft model. The number of RBCs and hemoglobin (Hb) levels were significantly increased in EPO-VACVs-treated mice compared to GLV-1h68-treated or untreated control mice. However, the mean size of RBC or Hb content per RBC remained normal. Furthermore, over-expression of hEPO did not significantly affect numbers of lymphocytes, monocytes, leucocytes or platelets in the peripheral blood stream. The expression of hEPO in colonized tumors of mice treated with EPO-VACVs was demonstrated by immunohistological staining. Interestingly, there were 9 - 10 hEPO isoforms detected either in tumors, cells, or supernatant, while 3-4 basic isoforms were missing in blood serum, where only six hEPO isoforms were found. Tumor-bearing mice after treatment with EPO-VACVs showed enhanced tumor regression compared to GLV-1h68. The virus titers in tumors in EPO-VACVs-treated mice were 3-4 fold higher compared to GLV-1h68-treated mice. Nevertheless, no significant difference in virus titers among EPO-VACVs was found. The blood vessels in tumors were significantly enlarged while the blood vessel density remained unchanged compared to the GLV-1h68 treated mice, indicating that hEPO did not affect endothelial cell proliferation in this model. Meanwhile, rhEPO (Epoetin alfa) alone or in combination with GLV-1h68 did not show any signs of enhanced tumor growth when compared to untreated controls and GLV-1h68 groups, while doses used were clinical relevant (500 U/kg). These findings suggested that hEPO did not promote angiogenesis or tumor growth in the A549 tumor xenograft model. Human EPO has been reported to function as an immune modulator. In this study, however, we did not find any involvement of hEPO in immune cytokine and chemokine expression or innate immune cell infiltration (leucocytes, B cells, macrophages and dendritic cells) into infected tumors. The degree of immune infiltration and cytokine expression was directly correlated to the number of virus particles. Increased virus replication, led to more recruited immune cells and secreted cytokines/chemokines. It was proposed that tumor regression was at least partially mediated through activation of innate immune mechanisms. In conclusion, the novel EPO-VACVs were shown to significantly increase the number of RBCs, Hb levels, and virus replication in tumors as well as to enhance tumor regression in the A549 tumor xenograft model. Moreover, locally expressed hEPO did not promote tumor angiogenesis, tumor growth, and immune infiltration but was shown to causing enlarged tumoral microvessels which facilitated virus spreading. It is conceivable that in a possible clinical application, anemic cancer patients could benefit from the EPO-VACVs, where they could serve as “wellness pills” to decrease anemic symptoms, while simultaneously destroying tumors.
Glioblastoma multiforme (GBM) represents the most aggressive form of malignant brain tumors and remains a therapeutically challenge. Intense research in the field has lead to the testing of oncolytic viruses to improve tumor control. Currently, a variety of different oncolytic viruses are being evaluated for their ability to be used in anti-cancer therapy and a few have entered clinical trials. Vaccinia virus, is one of the viruses being studied. GLV-1h68, an oncolytic vaccinia virus engineered by Genelux Corporation, was constructed by insertion of three gene cassettes, RUC-GFP fusion, β-galactosidase and β- glucuronidase into the genome of the LIVP strain. Since focal tumor radiotherapy is a mainstay for cancer treatment, including glioma therapy, it is of clinical relevance to assess how systemically administered oncolytic vaccinia virus could be combined with targeted ionizing radiation for therapeutic gain. In this work we show how focal ionizing radiation (IR) can be combined with multiple systemically delivered oncolytic vaccinia virus strains in murine models of human U-87 glioma. After initial experiments which confirmed that ionizing radiation does not damage viral DNA or alter viral tropism, animal studies were carried out to analyze the interaction of vaccinia virus and ionizing radiation in the in vivo setting. We found that irradiation of the tumor target, prior to systemic administration of oncolytic vaccinia virus GLV-1h68, increased viral replication within the U-87 xenografts as measured by viral reporter gene expression and viral titers. Importantly, while GLV-1h68 alone had minimal effect on U-87 tumor growth delay, IR enhanced GLV-1h68 replication, which translated to increased tumor growth delay and mouse survival in subcutaneous and orthotopic U-87 glioma murine models compared to monotherapy with IR or GLV-1h68. The ability of IR to enhance vaccinia replication was not restricted to the multi-mutated GLV-1h68, but was also seen with the less attenuated oncolytic vaccinia, LIVP 1.1.1. We have demonstrated that in animals treated with combination of ionizing radiation and LIVP 1.1.1 a strong pro-inflammatory tissue response was induced. When IR was given in a more clinically relevant fractionated scheme, we found oncolytic vaccinia virus replication also increased. This indicates that vaccinia virus could be incorporated into either larger hypo-fraction or more conventionally fractionated radiotherapy schemes. The ability of focal IR to mediate selective replication of systemically injected oncolytic vaccinia was demonstrated in a bilateral glioma model. In mice with bilateral U-87 tumors in both hindlimbs, systemically administered oncolytic vaccinia replicated preferentially in the focally irradiated tumor compared to the shielded non- irradiated tumor in the same mouse We demonstrated that tumor control could be further improved when fractionated focal ionizing radiation was combined with a vaccinia virus caring an anti-angiogenic payload targeting vascular endothelial growth factor (VEGF). Our studies showed that following ionizing radiation expression of VEGF is upregulated in U-87 glioma cells in culture. We further showed a concentration dependent increase in radioresistance of human endothelial cells in presence of VEGF. Interestingly, we found effects of vascular endothelial growth factor on endothelial cells were reversible by adding purified GLAF-1 to the cells. GLAF-1 is a single- chain antibody targeting human and murine VEGF and is expressed by oncolytic vaccinia virus GLV-109. In U-87 glioma xenograft murine models the combination of fractionated ionizing radiation with GLV-1h164, a vaccinia virus also targeting VEGF, resulted in the best volumetric tumor response and a drastic decrease in vascular endothelial growth factor. Histological analysis of embedded tumor sections 14 days after viral administration confirmed that blocking VEGF translated into a decrease in vessel number to 30% of vessel number found in control tumors in animals treated with GLV-164 and fractionated IR which was lower than for all other treatment groups. Our experiments with GLV-1h164 and fractionated radiotherapy have shown that in addition to ionizing radiation and viral induced tumor cell destruction we were able to effectively target the tumor vasculature. This was achieved by enhanced viral replication translating in increased levels of GLAF-2 disrupting tumor vessels as well as the radiosensitization of tumor vasculature to IR by blocking VEGF. Our preclinical results have important clinical implications of how focal radiotherapy can be combined with systemic oncolytic viral administration for highly aggressive, locally advanced tumors with the potential, by using a vaccinia virus targeting human vascular endothelial growth factor, to further increase tumor radiation sensitivity by engaging the vascular component in addition to cancer cells.
Fanconi anemia (FA) is an autosomal recessive or X-chromosomal inherited disorder, which is not only phenotypically but also genotypically very heterogeneous. While its hallmark feature is progressive bone marrow failure, many yet not all patients suffer additionally from typical congenital malformations like radial ray defects and growth retardation. In young adulthood the cumulative risk for developing hematological or other malignancies is compared to the general population several hundred-fold increased. The underlying molecular defect is the deficiency of DNA interstrand crosslink (ICL) repair. ICLs are deleterious lesions, which interfere with crucial cellular processes like transcription and replication and thereby can lead to malignant transformation, premature senescence or cell death. To overcome this threat evolution developed a highly complex network of interacting DNA repair pathways, which is conserved completely only in vertebrates. The so called FA/BRCA DNA damage response pathway is able to recognize ICLs on stalled replication forks and promotes their repair through homologous recombination (HR). Today we know 15 FA genes (FANCA, -B, -C, -D1, -D2, -E, -F, -G, -I, -J, -L, -M, -N, -O and -P) whose products are involved in this pathway. Although more than 80% of FA patients carry biallelic mutations in either FANCA, FANCC or FANCG, there are still some who cannot be assigned to any of the known complementation groups. This work aimed to indentify the di¬sease causing mutations in a cohort of those unassigned patients. Initial screens of the candidate genes FAN1, MHF1 and MHF2 did not reveal any pathogenic alterations. Moreover, FAN1 could be excluded as FA candidate gene because patients carrying a homozygous microdeletion including the FAN1 locus did not show a phenotype comparable to FA patients. In the case of MHF1 and MHF2 the reason for the negative screening result is not clear. Mutation carriers might be rare or, regarding the diverse and also FA pathway independent protein functions, phenotypically not comparable to FA patients. Nevertheless, this study contri¬buted to the identification and characterization of the most recent members of the FA pathway - RAD51C (FANCO), SLX4 (FANCP) and XPF (FANCQ). FANCO is one of the RAD51 paralogs and is involved in crucial steps of HR. But since the only reported FA-O patient has so far not developed any hematological anomalies, FANCO is tentatively designated as gene underlying an FA-like disorder. In contrast, patients carrying biallelic mutations in FANCP do not only show hematological anomalies, but as well congenital malformations typical for FA. The distinct role of FANCP in the FA pathway could not be determined, but it is most likely the coordination of structure-specific nucleases during ICL excision. One of these nucleases is the heterodimer XPF/ERCC1. XPF is probably disease causing in the complementation group FA-Q and is the first FA gene, which was identified by Next Generation Sequencing (NGS). Extraordinarily is that mutations in this gene had previously been reported to cause two other disorders, xeroderma pigmentosum and segmental progeria. Despite some overlaps, it was shown that the divergent phenotypes could clearly be distinguished and are caused by distinct functional defects of XPF. Additionally, this work aimed to improve and accelerate the genotyping process of FA patients in general. Therefore, classical approaches should be complemented or fully replaced by approa¬ches using NGS. Massively parallel sequencing of the whole exome proved to be most appro¬priate and the establishment of an FA-specific analysis pipeline facilitated improved molecular diagnostics by combining complementation group assignment and mutation analysis in one step. Consequently two NGS studies revealed the pathogenic defect in several previously unassigned FA patients and thereby added another patient to one of the most recent subtypes, FA-P. In summary, this work contributed not only to further completion of the FA/BRCA DNA repair network by adding three novel genes, it also showed that classical molecular approaches for re¬search as well as for diagnostics could be replaced by NGS.
Precise control of progression through mitosis is essential to maintain genomic stability and to prevent aneuploidy. The DREAM complex is an important regulator of mitotic gene expression. Depletion of Lin9, one core-subunit of DREAM, leads to reduced expression of G2/M genes and impaired proliferation. In conditional mouse knockout cells (MEFs) Lin9 deletion causes defects in mitosis and cytokinesis and cells undergo premature senescence in order to prevent further proliferation. In this work it could be shown that the senescence phenotype in Lin9 knockout MEFs is independently mediated by the two tumor suppressor pathways p53-p21 and p16-pRB. Studies using the conditional Lin9 knockout mouse model demonstrated an important function of Lin9 in the regulation of mitotic gene expression and proliferation in vivo. Deletion of Lin9 caused reduced proliferation in the intestinal crypts resulting in atrophy of the intestinal epithelium and in rapid death of the animals. In the second part of this work, the pathways leading to p53 mediated G1 arrest after failed cytokinesis were analyzed by using a chemical inhibitor of the mitotic kinase Aurora B. In a high throughput siRNA screen the MAP kinase MAP3K4 was identified as an upstream activator of p53. It could be shown that MAP3K4 activates the downstream stress kinase p38b to induce the p53 mediated cell cycle arrest of tetraploid cells. p38b was required for the transcriptional activation of the p53 target gene p21 in response to Aurora B inhibition. In contrast, phosphorylation, stabilization and recruitment of p53 to the p21 promoter occured independently of p38 signaling. Partial inhibition of Aurora B demonstrated that chromosome missegregation also activates the MAP3K4-p38-p53 pathway, suggesting that subtle defects in mitosis are sufficient for inducing this stress signaling pathway. Although p38 was required for the G1 cell cycle arrest after mitotic failures, long-term co-inhibition of p38 and Aurora B resulted in reduced proliferation probably due to increased apoptosis. Presumably, MAP3K4-p38-p53 signaling is a common pathway that is activated after errors in mitosis or cytokinesis to arrest cells in G1 and to prevent chromosomal instability.