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Computer Science approaches (software, database, management systems) are powerful tools to boost research. Here they are applied to metabolic modelling in infections as well as health care management. Starting from a comparative analysis this thesis shows own steps and examples towards improvement in metabolic modelling software and health data management. In section 2, new experimental data on metabolites and enzymes induce high interest in metabolic modelling including metabolic flux calculations. Data analysis of metabolites, calculation of metabolic fluxes, pathways and their condition-specific strengths is now possible by an advantageous combination of specific software. How can available software for metabolic modelling be improved from a computational point of view? A number of available and well established software solutions are first discussed individually. This includes information on software origin, capabilities, development and used methodology. Performance information is obtained for the compared software using provided example data sets. A feature based comparison shows limitations and advantages of the compared software for specific tasks in metabolic modeling. Often found limitations include third party software dependence, no comprehensive database management and no standard format for data input and output. Graphical visualization can be improved for complex data visualization and at the web based graphical interface. Other areas for development are platform independency, product line architecture, data standardization, open source movement and new methodologies. The comparison shows clearly space for further software application development including steps towards an optimal user friendly graphical user interface, platform independence, database management system and third party independence especially in the case of desktop applications. The found limitations are not limited to the software compared and are of course also actively tackled in some of the most recent developments. Other improvements should aim at generality and standard data input formats, improved visualization of not only the input data set but also analyzed results. We hope, with the implementation of these suggestions, metabolic software applications will become more professional, cheap, reliable and attractive for the user. Nevertheless, keeping these inherent limitations in mind, we are confident that the tools compared can be recommended for metabolic modeling for instance to model metabolic fluxes in bacteria or metabolic data analysis and studies in infection biology. ...
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.
ATP dependent chromatin remodeling complexes are multifactorial complexes that utilize the energy of ATP to rearrange the chromatin structure. The changes in chromatin structure lead to either increased or decreased DNA accessibility. SWI/SNF is one of such complex. The SWI/SNF complex is involved in both transcription activation and transcription repression. The ATPase subunit of SWI/SNF is called SWI2/SNF2 in yeast and Brahma, Brm, in Drosophila melanogaster. In mammals there are two paralogs of the ATPase subunit, Brm and Brg1. Recent studies have shown that the human Brm is involved in the regulation of alternative splicing. The aim of this study was to investigate the role of Brm in pre-mRNA processing. The model systems used were Chironomus tentans, well suited for in situ studies and D. melanogaster, known for its full genome information. Immunofluorescent staining of the polytene chromosome indicated that Brm protein of C. tentans, ctBrm, is associated with several gene loci including the Balbiani ring (BR) puffs. Mapping the distribution of ctBrm along the BR genes by both immuno-electron microscopy and chromatin immunoprecipitation showed that ctBrm is widely distributed along the BR genes. The results also show that a fraction of ctBrm is associated with the nascent BR pre-mRNP. Biochemical fractionation experiments confirmed the association of Brm with the RNP fractions, not only in C. tentans but also in D. melanogaster and in HeLa cells. Microarray hybridization experiments performed on S2 cells depleted of either dBrm or other SWI/SNF subunits show that Brm affects alternative splicing and 3´ end formation. These results indicated that BRM affects pre-mRNA processing as a component of SWI/SNF complexes. 1
Ovarian cancer currently causes ~6,000 deaths per year in Germany alone. Since only palliative treatment is available for ovarian carcinomas that have developed resistance against platinum-based chemotherapy and paclitaxel, there is a pressing medical need for the development of new therapeutic approaches. As survival is strongly influenced by immunological parameters, immunotherapeutic strategies appear promising. The research of our group thus aims at overcoming tumour immune escape by counteracting immunosuppressive mechanisms in the tumour microenvironment. In this context, we found that tumour-infiltrating myeloid-derived suppressor cells (MDSC) or tumour associated macrophages (TAM) which are abundant in ovarian cancer express high levels of the enzyme 11β-hydroxysteroid dehydrogenase1 (11-HSD1). This oxido-reductase enzyme is essential for the conversion of biologically inactive cortisone into active cortisol. In line with this observation, high endogenous cortisol levels could be detected in serum, ascitic fluid and tumour exudates from ovarian cancer patients. Considering that cortisol exerts strong anti-inflammatory and immunosuppressive effects on immune cells, it appears likely that high endogenous cortisol levels contribute to immune escape in ovarian cancer. We thus hypothesised that local activation of endogenous glucocorticoids could suppress beneficial immune responses in the tumour microenvironment and thereby prevent a successful immunotherapy. To investigate the in vivo relevance of this postulated immune escape mechanism, irradiated PTENloxP/loxP loxP-Stop-loxP-krasG12D mice were reconstituted with hematopoietic stem cells from either glucocorticoid receptor (GR) expressing mice (GRloxP/loxP) or from mice with a T cell-specific glucocorticoid receptor knock-out (lck-Cre GRloxP/loxP) mice. In the host mice, the combination of a conditional PTEN knock-out with a latent oncogenic kras leads to tumour development when a Cre-encoding adenovirus is injected into the ovarian bursa. Using this model, mice that had been reconstituted with GC-insensitive T cells showed better intratumoural T cell infiltration than control mice that had received functionally unaltered GRloxP/loxP cells via adoptive transfer. However, tumour-infiltrating T cells mostly assumed a Foxp3+ (regulatory) phenotype and survival was even shortened in mice with cortisol-insensitive T cells. Thus, endogenous cortisol seems to inhibit immune cell infiltration in ovarian cancer, but productive anti-tumour immune responses might still be prevented by further factors from the tumour microenvironment. Thus, our data did not provide a sufficiently strong rationale to further pursue the antagonisation of glucocorticoid signalling in ovarian cancer patients, Moreover, glucocorticoids are frequently administered to cancer patients to reduce inflammation and swelling and to prevent chemotherapy-related toxic side effects like nausea or hypersensitivity reactions associated with paclitaxel therapy. Thus, we decided to address the question whether specific signalling pathways in innate immune cells, preferentially in NK cells, could still be activated even in the presence of GC. A careful investigation of the various activating NK cell receptors (i.e. NKp30, NKp44, NKp46), DNAM-1 and NKG2D) was thus performed which revealed that NKp30, NKp44 and NKG2D are all down-regulated by cortisol whereas NKp46 is actually induced by cortisol. Interestingly, NKp46 is the only known receptor that is strictly confined to NK cells. Its activation via crosslinking leads to cytokine release and activation of cytotoxic activity. Stimulation of NK cells via NKp46 may contribute to immune-mediated tumour destruction by triggering the lysis of tumour cells and by altering the cytokine pattern in the tumour microenvironment, thereby generating more favourable conditions for the recruitment of antigen-specific immune cells. Accordingly, our observation that even cortisol-treated NK cells can still be activated via NKp46 and CD2 might become valuable for the design of immunotherapies that can still be applied in the presence of endogenous or therapeutically administered glucocorticoids.
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.
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.
Is behaviour response or action? In this Thesis I study this question regarding a rather simple organism, the larva of the fruit fly Drosophila melanogaster. Despite its numerically simple brain and limited behavioural repertoire, it is nevertheless capable to accomplish surprisingly complex tasks. After association of an odour and a rewarding or punishing reinforcement signal, the learnt odour is able to retrieve the formed memory trace. However, the activated memory trace is not automatically turned into learned behaviour: Appetitive memory traces are behaviourally expressed only in absence of the rewarding tastant whereas aversive memory traces are behaviourally expressed in the presence of the punishing tastant. The ‘decision’ whether to behaviourally express a memory trace or not relies on a quantitive comparison between memory trace and current situation: only if the memory trace (after odour-sugar training) predicts a stronger sugar reward than currently present, animals show appetitive conditioned behaviour. Learned appetitive behaviour is best seen as active search for food – being pointless in the presence of (enough) food. Learned aversive behaviour, in turn, can be seen as escape from a punishment – being pointless in absence of punishment. Importantly, appetitive and aversive memory traces can be formed and retrieved independent from each other but also can, under appriate circumstances, summate to jointly organise conditioned behaviour. In contrast to learned behaviour, innate olfactory behaviour is not influenced by gustatory processing and vice versa. Thus, innate olfactory and gustatory behaviour is rather rigid and reflexive in nature, being executed almost regardless of other environmental cues. I suggest a behavioural circuit-model of chemosensory behaviour and the ‘decision’ process whether to behaviourally express a memory trace or not. This model reflects known components of the larval chemobehavioural circuit and provides clear hypotheses about the kinds of architecture to look for in the currently unknown parts of this circuit. The second chapter deals with gustatory perception and processing (especially of bitter substances). Quinine, the bitter tastant in tonic water and bitter lemon, is aversive for larvae, suppresses feeding behaviour and can act as aversive reinforcer in learning experiments. However, all three examined behaviours differ in their dose-effect dynamics, suggesting different molecular and cellular processing streams at some level. Innate choice behaviour, thought to be relatively reflexive and hard-wired, nevertheless can be influenced by the gustatory context. That is, attraction toward sweet tastants is decreased in presence of bitter tastants. The extent of this inhibitory effect depends on the concentration of both sweet and bitter tastant. Importantly, sweet tastants differ in their sensitivity to bitter interference, indicating a stimulus-specific mechanism. The molecular and cellular processes underlying the inhibitory effect of bitter tastants are unknown, but the behavioural results presented here provide a framework to further investigate interactions of gustatory processing streams.
Human adult cartilage is an aneural and avascular type of connective tissue, which consequently reflects reduced growth and repair rates. The main cell type of cartilage are chondrocytes, previously derived from human mesenchymal stem cells (hMSCs). They are responsible for the production and maintainance of the cartilaginous extracellular matrix (ECM), which consists mainly of collagen and proteoglycans. Signal transmission to or from chondrocytes, generally occurs via interaction with signalling factors connected to the cartilaginous ECM. In this context, proteins of the CCN family were identified as important matricellular and multifunctional regulators with high significance during skeletal development and fracture repair. In this thesis, main focus lies on WISP1/CCN4, which is known as a general survival factor in a variety of cell types and seems to be crucial during lineage progression of hMSCs into chondrocytes. We intend to counter the lack of knowledge about the general importance of WISP1-signalling within the musculoskeletal system and especially regarding cell death and survival by a variety of molecular and cell biology methods. First, we established a successful down-regulation of endogenous WISP1 transcripts within different cell types of the human musculoskeletal system through gene-silencing. Interestingly, WISP1 seems to be crucial to the survival of all examined cell lines and primary hMSCs, since a loss of WISP1 resulted in cell death. Bioinformatical analyses of subsequent performed microarrays (WISP1 down-regulated vs. control samples) confirmed this observation in primary hMSCs and the chondrocyte cell line Tc28a2. Distinct clusters of regulated genes, closely related to apoptosis induction, could be identified. In this context, TRAIL induced apoptosis as well as p53 mediated cell death seem to play a crucial role during the absence of WISP1 in hMSCs. By contrast, microarray analysis of WISP1 down-regulated chondrocytes indicated rather apoptosis induction via MAPK-signalling. Despite apoptosis relevant gene regulations, microarray analyses also identified clusters of differentially expressed genes of other important cellular activities, e.g. a huge cluster of interferon-inducible genes in hMSCs or gene regulations affecting cartilage homeostasis in chondrocytes. Results of this thesis emphasize the importance of regulatory mechanisms that influence cell survival of primary hMSCs and chondrocytes in the enforced absence of WISP1. Moreover, findings intensified the assumed importance for WISP1-signalling in cartilage homeostasis. Thus, this thesis generated an essential fundament for further examinations to investigate the role of WISP1-signalling in cartilage homeostasis and cell death.
Primary contact with human polyomaviruses is followed by lifelong asymptomatic persistence of viral DNA. Under severe immunosuppression JCV activation may lead to unrestricted virus growth in the CNS followed by development of progressive multifocal leukoencephalopathy (PML). Besides the kidney and the brain, target cells of persistent infection were also found in the hematopoietic system. This included the presence of JCV genomes in peripheral blood cells (PBCs). In the attempt to understand the role of PBCs for the JCV infection in humans, we asked for the type of cells affected as well as for virus interaction with PBCs. Analysis of separated subpopulations by highly sensitive and specific polymerase chain reaction and Southern blot hybridization revealed the presence of JCV DNA mostly in circulating granulocytes. These cells have important functions in innate immunity and are professional phagocytes. This suggested that PCR amplified DNA might be the result of an extranuclear association of the virus due to membrane attachment or phagocytosis rather than JCV infection with presence of viral DNA in the nucleus. In the attempt to answer this question JCV DNA was subcellularly localized in the blood of 22 healthy donors by JCV specific fluorescence in situ hybridization (FISH). Granulocytes and peripheral blood mononuclear cells (PBMCs) were separated by Percoll gradient centrifugation. Intracellular JCV DNA was hybridized with Digoxigenin-labeled JCV specific DNA probes covering half of the viral genome. As the sensitivity of the anti-digoxigenin antibody system was lower than the PCR detection level, a chemical amplification step was included consisting of peroxidase labeled secondary antibody precipitating biotinylated tyramide followed by detection with streptavidin-Texas-Red and fluorescence microscopy. Comparison of the number of cells affected in healthy individuals with 15 HIV-1 infected patients with and without PML revealed that the rate of affected PBMCs was comparable in both groups (2.5±0.4 and 14.5±0.9 per 1000). In contrast, the rate of JCV positive granulocytes in the immunosuppressed group was 92.6±1.7% compared to 4±1.4% in healthy donors thus confirming that granulocytes are the major group of circulating cells affected by JCV and that HIV-1 associated immune impairment has an important effect on the virus-cell association. Localization revealed that JCV DNA was predominantly located within the cytoplasm, although hybridizing signals occasionally covered the nuclear compartment. The fluorescent glow of chemical amplification combined with classical fluorescence microscopy did not allow an unequivocal localization of viral DNA. However, confocal microscopy of 24 sections through single cells combined with FISH without chemical amplification confirmed cytoplasmic localization of JCV DNA in a large number of cells. Additionally, it clearly demonstrated that JCV DNA was also located in the nucleus and nuclear localization directly correlated with the number of cells affected. Calculation of the virus load in subcellular compartments revealed that up to 50% of the JCV genomes were located in the nucleus thus pointing to viral infection at least in the granulocytes of HIV-1 infected patients. This may contribute to the distribution of the virus from sites of peripheral infection to the CNS and may promote the development of active PML in the severely immune impaired patients.
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.