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WISP3 is a member of the CCN family which comprises six members found in the 1990’s: Cysteine-rich,angiogenic inducer 61 (CYR61, CCN1), Connective tissue growth factor (CTGF, CCN2), Nephroblastoma overexpressed (NOV, CNN3) and the Wnt1 inducible signalling pathway protein 1-3 (WISP1-3, CCN4-6).They are involved in the adhesion, migration, mitogenesis, chemotaxis, proliferation, cell survival, angiogenesis, tumorigenesis, and wound healing by the interaction with different integrins and heparan sulfate proteoglycans. Until now the only member correlated to the musculoskeletal autosomal disease Progressive Pseudorheumatoid Dysplasia (PPD) is WISP3. PPD is characterised by normal embryonic development followed by cartilage degradation over time starting around the age of three to eight years. Animal studies in mice exhibited no differences between knock out or overexpression compared to wild type litter mates, thus were not able to reproduce the symptoms observed in PPD patients. Studies in vitro and in vivo revealed a role for WISP3 in antagonising BMP, IGF and Wnt signalling pathways. Since most of the knowledge of WISP3 was gained in epithelial cells, cancer cells or chondrocyte cell lines, we investigated the roll of WISP3 in primary human mesenchymal stem cells (hMSCs) as well as primary chondrocytes.
WISP3 knock down was efficiently established with three short hairpin RNAs in both cell types, displaying a change of morphology followed by a reduction in cell number. Simultaneous treatment with recombinant WISP3 was not enough to rescue the observed phenotype nor increase the endogenous expression of WISP3. We concluded that WISP3 acts as an essential survival factor, where the loss resulted in the passing of cell cycle control points followed by apoptosis. Nevertheless, Annexin V-Cy3 staining and detection of active caspases by Western blot and immunofluorescence staining detected no clear evidence for apoptosis. Furthermore, the gene expression of the death receptors TRAILR1 and TRAILR2,important for the extrinsic activation of apoptosis, remained unchanged during WISP3 mRNA reduction. Autophagy as cause of cell death was also excluded, given that the autophagy marker LC3 A/B demonstrated to be uncleaved in WISP3-deficient hMSCs. To reveal correlated signalling pathways to WISP3 a whole genome expression analyses of WISP3-deficient hMSCs compared to a control (scramble) was performed. Microarray analyses exhibited differentially regulated genes involved in cell cycle control, adhesion, cytoskeleton and cell death. Cell death observed by WISP3 knock down in hMSCs and chondrocytes might be explained by the induction of necroptosis through the BMP/TAK1/RIPK1 signalling axis. Loss of WISP3 allows BMP to bind its receptor activating the Smad 2/3/4 complex which in turn can activate TAK1 as previously demonstrated in epithelial cells. TAK1 is able to block
caspase-dependent apoptosis thereby triggering the assembly of the necrosome resulting in cell death by necroptosis.
Together with its role in cell cycle control and extracellular matrix adhesion, as demonstrated in human mammary epithelial cells, the data supports the role of WISP3 as tumor suppressor and survival factor in cells of the musculoskeletal system as well as epithelial cells.
Regulating and reverting the adipo-osteogenic lineage decision of trabecular human bone marrow stromal cells (hBMSCs) represents a promising approach for osteoporosis therapy and prevention. Fibroblast growth factor 1 (FGF1) and its subfamily member FGF2 were scored as lead candidates to exercise control over lineage switching processes (conversion) in favor of osteogenesis previously. However, their impact on differentiation events is controversially discussed in literature. Hence, the present study aimed to investigate the effects of these FGFs on the adipogenic and osteogenic differentiation and conversion of primary hBMSCs. Moreover, involved downstream signaling mechanisms should be elucidated and, finally, the results should be evaluated with regard to the possible therapeutic approach.
This study clearly revealed that culture in the presence of FGF1 strongly prevented the adipogenic differentiation of hBMSCs as well as the adipogenic conversion of pre-differentiated osteoblastic cells. Lipid droplet formation was completely inhibited by a concentration of 25 ng/µL. Meanwhile, the expression of genetic markers for adipogenic initiation, peroxisome proliferator-activated receptor gamma 2 (PPARg2) and CCAAT/enhancer binding protein alpha (C/EBPa), as well as subsequent adipocyte maturation, fatty acid binding protein 4 (FABP4) and lipoprotein lipase (LPL), were significantly downregulated. Yet, the genetic markers of osteogenic commitment and differentiation were not upregulated during adipogenic differentiation and conversion under FGF supplementation, not supporting an event of osteogenic lineage switching.
Moreover, when examining the effects on the osteogenic differentiation of hBMSCs and the osteogenic conversion of pre-differentiated adipocytic cells, culture in the presence of FGF1 markedly decreased extracellular matrix (ECM) mineralization. Additionally, the gene expression of the osteogenic marker alkaline phosphatase (ALP) was significantly reduced and ALP enzyme activity was decreased. Furthermore, genetic markers of osteogenic commitment, like the master regulator runt-related transcription factor 2 (RUNX2) and bone morphogenetic protein 4 (BMP4), as well as markers of osteogenic differentiation and ECM formation, like collagen 1 A1 (COL1A1) and integrin-binding sialoprotein (IBSP), were downregulated. In contrast, genes known to inhibit ECM mineralization, like ANKH inorganic pyrophosphate transport regulator (ANKH) and osteopontin (OPN), were upregulated. ANKH inhibition revealed that its transcriptional elevation was not crucial for the reduced matrix mineralization, perhaps due to decreased expression of ectonucleotide pyrophosphatase/phosphodiesterase 1 (ENPP1) that likely annulled ANKH upregulation. Like FGF1, also the culture in the presence of FGF2 displayed a marked anti-adipogenic and anti-osteogenic effect.
The FGF receptor 1 (FGFR1) was found to be crucial for mediating the described FGF effects in adipogenic and osteogenic differentiation and conversion. Yet, adipogenic conversion displayed a lower involvement of the FGFR1. For adipogenic differentiation and osteogenic differentiation/conversion, downstream signal transduction involved the extracellular signal-regulated kinases 1 and 2 (ERK1/2) and the mitogen-activated protein kinase (MAPK)/ERK kinases 1 and 2 (MEK1/2), probably via the phosphorylation of FGFR docking protein FGFR substrate 2a (FRS2a) and its effector Ras/MAPK. The c-Jun N-terminal kinase (JNK), p38-MAPK, and protein kinase C (PKC) were not crucial for the signal transduction, yet were in part responsible for the rate of adipogenic and/or osteogenic differentiation itself, in line with current literature.
Taken together, to the best of our knowledge, our study was the first to describe the strong impact of FGF1 and FGF2 on both the adipogenic and osteogenic differentiation and conversion processes of primary hBMSCs in parallel. It clearly revealed that although both FGFs were not able to promote the differentiation and lineage switching towards the osteogenic fate, they strongly prevented adipogenic differentiation and lineage switching, which seem to be elevated during osteoporosis. Our findings indicate that FGF1 and FGF2 entrapped hBMSCs in a pre-committed state. In conclusion, these agents could be applied to potently prevent unwanted adipogenesis in vitro. Moreover, our results might aid in unraveling a pharmacological control point to eliminate the increased adipogenic differentiation and conversion as potential cause of adipose tissue accumulation and decreased osteoblastogenesis in bone marrow during aging and especially in osteoporosis.
The chick midbrain is subdivided into functionally distinct ventral and dorsal domains, tegmentum and optic tectum. In the mature tectum, neurons are organized in layers, while they form discrete nuclei in the tegmentum. An interesting characteristic of the embryonic brain is the development of a large optic tectum, of which the growth becomes obvious at embryonic day 3 (E3). Dorsoventral (DV) specification of the early midbrain should thus play a crucial role for the organization of the neuronal circuitry in optic tectum and tegmentum. In the first part of my thesis, I investigated regional commitment and establishment of cellular differences along the midbrain DV axis. I examined the commitment of gene expression patterns in isolated ventral and dorsal tissue in vivo and in vitro, and studied their cell mixing properties. Explant cultures, and grafting of dorsal midbrain into a ventral environment or vice versa, revealed a gradual increase in the autonomy of region-specific gene regulation between, which was accompanied by a gradual increase in differential adhesive properties from E2 to E3, once the DV axis polarity was fixed. These events happened at a time-point when the majority of midbrain cells are not yet differentiated. Long-term transplantation (6 - 9 days) using quail cells from ventral midbrain as grafts showed the same result. Hence, the results suggest that progressive specification of the midbrain DV axis is accompanied by progressively reduced cell mixing between dorsal and ventral precursors, leading to a partial regionalization of midbrain tissue into autonomous units of precursor cell populations. In the second part I investigated the genes that might be involved in regulating the growth of the tectum. In particular, I focused on the role of Pax7 transcription factor, a paired domain protein. The results suggested that Pax7 was involved in regulating the medial-lateral extension of the tectum. Over expression of Pax7 in dorsal midbrain led to an enlarged tectum accompanied by a raise in cell division, while Pax7 knockdown by shrank caused a reduction in tectum. The overall pattern of neuronal differentiation was not disturbed by an up or down regulation of Pax7. Pax7 also positively regulated Pax3, another pair-ruled gene expressed dorsally. These results suggest that Pax7 very likely together with Pax3 could facilitate or maintain neural cell proliferation in the midbrain at early stages and that a regulation of the size in that region does not influence the neuronal patterning of the developmental field. I further checked the expression and function of a GFPase Rab 23, that was suggested to be involved in the DV patterning in mouse neural tube as a negative regulator of Shh signaling. Overexpression of Rab23 indicated that it facilitated the expression of Pax7 and Pax3 in the neural tube and suppressed ventral genes like Nkx6.1 cell autonomously, however, it did not disturb neuronal patterning. Interestingly, a thorough expression study of Rab 23 during chick early development revealed that Rab23 is already expressed very early and asymmetrically during gastrulation, suggesting a possible role of Rab23 on the left-right determination of Hensen’s node. In combination with the result that Rab23 is expressed in the notochord early in development, I assume that both Rab23 and Shh exist in all neural progenitor cells initially, and when their expression patterns separate gradually the neural cells adopt a ventral or dorsal fate according to their location along the dorsoventral axis. The avian embryo is a classic system used widely to investigate questions of vertebrate development. The easy and cheap accessibility of the embryo for in ovo or ex ovo experiments all around the year make it an ideal animal model to work with. The only recently developed method of over expressing genes in specific cells or regions in the chick embryo by electroporation enabled me to study different ways of gene suppression using this way of gene transfection. Thus, I compared the effect of long-hairpin and short hairpin dsRNA in different vectors and antisense morpholino oligonucleotides. The results revealed that all hairpin dsRNA constructs did reduce gene and protein expression often accompanied by morphological changes. Most efficiently were shRNAi constructs cloned into a siRNA-specific vector – pSilencer 1.0-U6. Gene silencing was already well observed 36 hours after transfection. In comparison antisense morpholino oligonucleotides did not show such big gene reduction as the shRNA in pSilencer. Taken together, this methodical research proposes that the shRNA in the pSilencer vector was a good and effective tool to reduce gene and protein expression locally.
In this thesis, the development of a phylogenetic DNA microarray, the analysis of several gene expression microarray datasets and new approaches for improved data analysis and interpretation are described. In the first publication, the development and analysis of a phylogenetic microarray is presented. I could show that species detection with phylogenetic DNA microarrays can be significantly improved when the microarray data is analyzed with a linear regression modeling approach. Standard methods have so far relied on pure signal intensities of the array spots and a simple cutoff criterion was applied to call a species present or absent. This procedure is not applicable to very closely related species with high sequence similarity because cross-hybridization of non-target DNA renders species detection impossible based on signal intensities alone. By modeling hybridization and cross-hybridization with linear regression, as I have presented in this thesis, even species with a sequence similarity of 97% in the marker gene can be detected and distinguished from related species. Another advantage of the modeling approach over existing methods is that the model also performs well on mixtures of different species. In principle, also quantitative predictions can be made. To make better use of the large amounts of microarray data stored in public databases, meta-analysis approaches need to be developed. In the second publication, an explorative meta-analysis exemplified on Arabidopsis thaliana gene expression datasets is presented. Integrating datasets studying effects such as the influence of plant hormones, pathogens and different mutations on gene expression levels, clusters of similarly treated datasets could be found. From the clusters of pathogen-treated and indole-3-acetic acid (IAA) treated datasets, representative genes were selected which pointed to functions which had been associated with pathogen attack or IAA effects previously. Additionally, hypotheses about the functions of so far uncharacterized genes could be set up. Thus, this kind of meta-analysis could be used to propose gene functions and their regulation under different conditions. In this work, also primary data analysis of Arabidopsis thaliana datasets is presented. In the third publication, an experiment which was conducted to find out if microwave irradiation has an effect on the gene expression of a plant cell culture is described. During the first steps, the data analysis was carried out blinded and exploratory analysis methods were applied to find out if the irradiation had an effect on gene expression of plant cells. Small but statistically significant changes in a few genes were found and could be experimentally confirmed. From the functions of the regulated genes and a meta-analysis with publicly available microarray data, it could be suspected that the plant cell culture somehow perceived the irradiation as energy, similar to perceiving light rays. The fourth publication describes the functional analysis of another Arabidopsis thaliana gene expression dataset. The gene expression data of the plant tumor dataset pointed to a switch from a mainly aerobic, auxotrophic to an anaerobic and heterotrophic metabolism in the plant tumor. Genes involved in photosynthesis were found to be repressed in tumors; genes of amino acid and lipid metabolism, cell wall and solute transporters were regulated in a way that sustains tumor growth and development. Furthermore, in the fifth publication, GEPAT (Genome Expression Pathway Analysis Tool), a tool for the analysis and integration of microarray data with other data types, is described. It consists of a web application and database which allows comfortable data upload and data analysis. In later chapters of this thesis (publication 6 and publication 7), GEPAT is used to analyze human microarray datasets and to integrate results from gene expression analysis with other datatypes. Gene expression and comparative genomic hybridization data from 71 Mantle Cell Lymphoma (MCL) patients was analyzed and allowed proposing a seven gene predictor which facilitates survival predictions for patients compared to existing predictors. In this study, it was shown that CGH data can be used for survival predictions. For the dataset of Diffuse Large B-cell lymphoma (DLBCL) patients, an improved survival predictor could be found based on the gene expression data. From the genes differentially expressed between long and short surviving MCL patients as well as for regulated genes of DLBCL patients, interaction networks could be set up. They point to differences in regulation for cell cycle and proliferation genes between patients with good and bad prognosis.
The expression of genetic information into proteins is a key aspect of life. The efficient and exact regulation of this process is essential for the cell to produce the correct amounts of these effector molecules to a given situation. For this purpose, eukaryotic cells have developed many different levels of transcriptional and posttranscriptional gene regulation. These mechanisms themselves heavily rely on interactions of proteins with associated nucleic acids. In the case of posttranscriptional gene regulation an orchestrated interplay between RNA-binding proteins, messenger RNAs (mRNA), and non-coding RNAs is compulsory to achieve this important function.
A pivotal factor hereby are RNA secondary structures. One of the most stable and diverse representatives is the G-quadruplex structure (G4) implicated in many cellular mechanisms, such as mRNA processing and translation. In protein biosynthesis, G4s often act as obstacles but can also assist in this process. However, their presence has to be tightly regulated, a task which is often fulfilled by helicases.
One of the best characterized G4-resolving factors is the DEAH-box protein DHX36. The in vitro function of this helicase is extensively described and individual reports aimed to address diverse cellular functions as well. Nevertheless, a comprehensive and systems-wide study on the function of this specific helicase was missing, so far.
The here-presented doctoral thesis provides a detailed view on the global cellular function of DHX36. The binding sites of this helicase were defined in a transcriptome-wide manner, a consensus binding motif was deviated, and RNA targets as well as the effect this helicase exerts on them were examined. In human embryonic kidney cells, DHX36 is a mainly cytoplasmic protein preferentially binding to G-rich and G4-forming sequence motifs on more than 4,500 mRNAs. Loss of DHX36 leads to increased target mRNA levels whereas ribosome occupancy on and protein output of these transcripts are reduced. Furthermore, DHX36 knockout leads to higher RNA G4 levels and concomitant stress reactions in the cell. I hypothesize that, upon loss of this helicase, translationally-incompetent structured DHX36 target mRNAs, prone to localize in stress granules, accumulate in the cell. The cell reacts with basal stress to avoid cytotoxic effects produced by these mis-regulated and structured transcripts.
The Myb-MuvB (MMB) multiprotein complex is a master regulator of cell cycle-dependent gene expression. Target genes of MMB are expressed at elevated levels in several different cancer types and are included in the chromosomal instability (CIN) signature of lung, brain, and breast tumors.
This doctoral thesis showed that the complete loss of the MMB core subunit LIN9 leads to strong proliferation defects and nuclear abnormalities in primary lung adenocarcinoma cells. Transcriptome profiling and genome-wide DNA-binding analyses of MMB in lung adenocarcinoma cells revealed that MMB drives the expression of genes linked to cell cycle progression, mitosis, and chromosome segregation by direct binding to promoters of these genes. Unexpectedly, a previously unknown overlap between MMB-dependent genes and several signatures of YAP-regulated genes was identified. YAP is a transcriptional co-activator acting downstream of the Hippo signaling pathway, which is deregulated in many tumor types. Here, MMB and YAP were found to physically interact and co-regulate a set of mitotic and cytokinetic target genes, which are important in cancer. Furthermore, the activation of mitotic genes and the induction of entry into mitosis by YAP were strongly dependent on MMB. By ChIP-seq and 4C-seq, the genome-wide binding of MMB upon YAP overexpression was analyzed and long-range chromatin interaction sites of selected MMB target gene promoters were identified. Strikingly, YAP strongly promoted chromatin-association of B-MYB through binding to distal enhancer elements that interact with MMB-regulated promoters through chromatin looping.
Together, the findings of this thesis provide a so far unknown molecular mechanism by which YAP and MMB cooperate to regulate mitotic gene expression and suggest a link between two cancer-relevant signaling pathways.
The probiotic Escherichia coli strain Nissle 1917 (EcN) is one of the few probiotics licensed as a medication in several countries. Best documented is its effectiveness in keeping patients suffering from ulcerative colitis (UC) in remission. This might be due to its ability to induce the production of human beta defensin 2 (HBD2) in a flagellin-dependent way in intestinal epithelial cells. In contrast to ulcerative colitis, for Crohn´s disease (CD) convincing evidence is lacking that EcN might be clinically effective, most likely due to the genetically based inability of sufficient defensin production in CD patients. As a first step in the development of an alternative approach for the treatment of CD patients, EcN strains were constructed which were able to produce human alpha-defensin 5 (HD5) or beta-defensin 2 (HBD2). For that purpose codon-optimized defensin genes encoding either the proform with the signal sequence or the mature form of human alpha defensin 5 (HD5) or the gene encoding HBD2 with or without the signal sequence were cloned in an expression vector plasmid under the control of the T7 promoter. Synthesis of the encoded defensins was shown by Western blots after induction of expression and lysis of the recombinant EcN strains. Recombinant mature HBD2 with an N-terminal His-tag could be purified by Ni-column chromatography and showed antimicrobial activity against E. coli, Salmonella enterica serovar Typhimurium and Listeria monocytogenes. In a second approach, that part of the HBD2-gene which encodes mature HBD2 was fused with yebF gene. The resulting fusion protein YebFMHBD2 was secreted from the encoding EcN mutant strain after induction of expression. Presence of YebFMHBD2 in the medium was not the result of leakage from the bacterial cells, as demonstrated in the spent culture supernatant by Western blots specific for ß-galactosidase and maltose-binding protein. The dialyzed and concentrated culture supernatant inhibited the growth of E. coli, Salmonella enterica serovar Typhimurium and Listeria monocytogenes in radial diffusion assays as well as in liquid coculture. This demonstrates EcN to be a suitable probiotic E. coli strain for the production of certain defensins.
The Popeye domain containing (Popdc) gene family of membrane proteins is predominantly expressed in striated and smooth muscle tissues and has been shown to act as novel cAMP-binding proteins. In mice, loss of Popdc1 and Popdc2, respectively, affects sinus node function in the postnatal heart in an age and stress-dependent manner. In this thesis, I examined gene expression pattern and function of the Popdc gene family during zebrafish development with an emphasis on popdc2. Expression of the zebrafish popdc2 was exclusively present in cardiac and skeletal muscle during cardiac development, whereas popdc3 was expressed in striated muscle tissue and in distinct regions of the brain. In order to study the function of these genes, an antisense morpholino-based knockdown approach was used. Knockdown of popdc2 resulted in aberrant development of facial and tail musculature. In the heart, popdc2 morphants displayed irregular ventricular contractions with 2:1 and 3:1 ventricular pauses. Recordings of calcium transients using a transgenic indicator line Tg(cmlc2:gCaMP)s878 and selective plane illumination microscopy (SPIM) revealed the presence of an atrioventricular (AV) block in popdc2 morphants as well as a complete heart block. Interestingly, preliminary data revealed that popdc3 morphants developed a similar phenotype. In order to find a morphological correlate for the observed AV conduction defect, I studied the structure of the AV canal in popdc2 morphants using confocal analysis of hearts of the transgenic line Tg(cmlc2:eGFP-ras)s883, which outlines individual cardiac myocytes with the help of membrane-localized GFP. However, no evidence for morphological alterations was obtained. To ensure that the observed arrhythmia phenotype in the popdc2 morphant was based on a myocardial defect and not caused by defective valve development, live imaging was performed revealing properly formed valves. Thus, in agreement with the data obtained in knockout mice, popdc2 and popdc3 genes in zebrafish are involved in the regulation of cardiac electrical activity. However, both genes are not required for cardiac pacemaking, but they play essential roles in AV conduction. In order to elucidate the biological importance of cAMP-binding, wild type Popdc1 as well as mutants with a significant reduction in binding affinity for cAMP in vitro were overexpressed in zebrafish embryos. Expression of wild type Popdc1 led to a cardiac insufficiency phenotype characterized by pericardial edema and venous blood retention. Strikingly, the ability of the Popdc1 mutants to induce a cardiac phenotype correlated with the binding affinity for cAMP. These data suggest that cAMP-binding represents an important biological property of the Popdc protein family.
Various types of cancer involve aberrant cell cycle regulation. Among the pathways responsible for tumor growth, the YAP oncogene, a key downstream effector of the Hippo pathway, is responsible for oncogenic processes including cell proliferation, and metastasis by controlling the expression of cell cycle genes. In turn, the MMB multiprotein complex (which is formed when B-MYB binds to the MuvB core) is a master regulator of mitotic gene expression, which has also been associated with cancer. Previously, our laboratory identified a novel crosstalk between the MMB-complex and YAP. By binding to enhancers of MMB target genes and promoting B-MYB binding to promoters, YAP and MMB co-regulate a set of mitotic and cytokinetic target genes which promote cell proliferation. This doctoral thesis addresses the mechanisms of YAP and MMB mediated transcription, and it characterizes the role of YAP regulated enhancers in transcription of cell cycle genes.
The results reported in this thesis indicate that expression of constitutively active, oncogenic YAP5SA leads to widespread changes in chromatin accessibility in untransformed human MCF10A cells. ATAC-seq identified that newly accessible and active regions include YAP-bound enhancers, while the MMB-bound promoters were found to be already accessible and remain open during YAP induction. By means of CRISPR-interference (CRISPRi) and chromatin immuniprecipitation (ChIP), we identified a role of YAP-bound enhancers in recruitment of CDK7 to MMB-regulated promoters and in RNA Pol II driven transcriptional initiation and elongation of G2/M genes. Moreover, by interfering with the YAP-B-MYB protein interaction, we can show that binding of YAP to B-MYB is also critical for the initiation of transcription at MMB-regulated genes. Unexpectedly, overexpression of YAP5SA also leads to less accessible chromatin regions or chromatin closing. Motif analysis revealed that the newly closed regions contain binding motifs for the p53 family of transcription factors. Interestingly, chromatin closing by YAP is linked to the reduced expression and loss of chromatin-binding of the p53 family member Np63. Furthermore, I demonstrate that downregulation of Np63 following expression of YAP is a key step in driving cellular migration.
Together, the findings of this thesis provide insights into the role of YAP in the chromatin changes that contribute to the oncogenic activities of YAP. The overexpression of YAP5SA not only leads to the opening of chromatin at YAP-bound enhancers which together with the MMB complex stimulate the expression of G2/M genes, but also promotes the closing of chromatin at ∆Np63 -bound regions in order to lead to cell migration.
Background: The frequency of the most observed cancer, Non Hodgkin Lymphoma (NHL), is further rising. Diffuse large B-cell lymphoma (DLBCL) is the most common of the NHLs. There are two subgroups of DLBCL with different gene expression patterns: ABC (“Activated B-like DLBCL”) and GCB (“Germinal Center B-like DLBCL”). Without therapy the patients often die within a few months, the ABC type exhibits the more aggressive behaviour. A further B-cell lymphoma is the Mantle cell lymphoma (MCL). It is rare and shows very poor prognosis. There is no cure yet. Methods: In this project these B-cell lymphomas were examined with methods from bioinformatics, to find new characteristics or undiscovered events on the molecular level. This would improve understanding and therapy of lymphomas. For this purpose we used survival, gene expression and comparative genomic hybridization (CGH) data. In some clinical studies, you get large data sets, from which one can reveal yet unknown trends. Results (MCL): The published proliferation signature correlates directly with survival. Exploratory analyses of gene expression and CGH data of MCL samples (n=71) revealed a valid grouping according to the median of the proliferation signature values. The second axis of correspondence analysis distinguishes between good and bad prognosis. Statistical testing (moderate t-test, Wilcoxon rank-sum test) showed differences in the cell cycle and delivered a network of kinases, which are responsible for the difference between good and bad prognosis. A set of seven genes (CENPE, CDC20, HPRT1, CDC2, BIRC5, ASPM, IGF2BP3) predicted, similarly well, survival patterns as proliferation signature with 20 genes. Furthermore, some bands could be associated with prognosis in the explorative analysis (chromosome 9: 9p24, 9p23, 9p22, 9p21, 9q33 and 9q34). Results (DLBCL): New normalization of gene expression data of DLBCL patients revealed better separation of risk groups by the 2002 published signature based predictor. We could achieve, similarly well, a separation with six genes. Exploratory analysis of gene expression data could confirm the subgroups ABC and GCB. We recognized a clear difference in early and late cell cycle stages of cell cycle genes, which can separate ABC and GCB. Classical lymphoma and best separating genes form a network, which can classify and explain the ABC and GCB groups. Together with gene sets which identify ABC and GCB we get a network, which can classify and explain the ABC and GCB groups (ASB13, BCL2, BCL6, BCL7A, CCND2, COL3A1, CTGF, FN1, FOXP1, IGHM, IRF4, LMO2, LRMP, MAPK10, MME, MYBL1, NEIL1 and SH3BP5; Altogether these findings are useful for diagnosis, prognosis and therapy (cytostatic drugs).
NFAT transcription factors play critical roles in gene transcription during immune responses. Besides regulation of lymphokine promoters in T lymphocytes, NFAT factors are also expressed in other cell types and regulate the activity of numerous genes that control the generation of cardiac septa and valves in embryonic heart, the formation of blood vessels, the outgrowth of neuronal axons and the differentiation of osteoclasts during bone formation [10, 24]. Here we show that the induction of NFATc/αA in effector T cells is controlled by a strong inducible promoter, P1. It results in splicing of exon 1 to exon 3 transcripts and, in concert with the activity of a poly A site downstream of exon 9, leads to the massive synthesis of NFATc/αA in effector Th1 cells. A second, weak promoter, P2, lies in front of exon 2 and directs the synthesis of longer NFAT β isoforms. Both P1 and P2 direct the synthesis of three different RNAs: αA, αB, αC and βA, βB, βC correspondingly. The B and C isoforms arise from alternative splicing and poly A addition at the distal site pA2. P1 but not P2 activity is autoregulated by NFAT factors which bind to two tandemly arranged NFAT sites within P1 and enhance its induction. In resting T cells, the NFATc1/β RNAs are the most prominent nfatc1 transcripts and their synthesis is reduced upon T-cell activation. However, following activation in primary effector T cells or in T-cell lines of human or murine origin, a 15–20-fold induction of NFATc1/αA RNA was detected, whereas only a 2–5-fold increase was observed for the NFATc1/αB or NFATc1/αC RNAs. Optimal induction of P1 promoter require involving of a persistent increase in free cytosolic Ca2+ induced by ionomycin, which stimulates the nuclear translocation and transcriptional activation of all NFATc factors and phorbol esters, which activate protein kinase C and other protein kinase pathways in T cells. This suggests that both TCR and co-receptor signals contribute to give full P1 nfatc1 induction. Because NFATc1/αA induction is unaffected in NFATc2+c3 double-deficient T cells, NFATc1 autoregulates its own synthesis by controlling P1 activity and NFATc1/αA induction. P1 promoter contains tandemly arranged NFAT core binding motif TGGAAA to witch bind monomeric NFATc1 proteins and numerous conservative binding sites of other transcriptional factors like CREB, Fos, ATF-2, Sp1, NF-kB and GATA suggesting complex multi-factor regulation of NFATc1 gene. We also highlight that initial phase of nfatc1 transcription in naive CD4+ T cells is controlled by the promoter P2 which is constitutively active in resting T cells. The activation of resting T cells results in a decrease of P2 and the induction of P1 activity and, under optimal conditions, in the predominant synthesis of NFATc1/αA in effector T cells. In addition to the high concentrations of poly A factors required for optimal pA1 function, the levels of transcription factors, in particular NFATs, must also increase for P1 induction. That could be explained by achievement of certain threshold levels for transcriptional activation. Finally, the altered transactivation potential of NFATc1/αA suggests a specific role for this NFATc1 protein in gene control, such as in Th1 effector cells where NFATc1/αA is synthesized at high concentrations.
Non-coding RNAs constitute a major class of regulators involved in bacterial gene expression. A group of riboregulators of heterogeneous size and shape referred to as small regulatory RNAs (sRNAs) control trans- or cis-encoded genes through direct base-pairing with their mRNAs. Although mostly inhibiting their target mRNAs, several sRNAs also induce gene expression. An important co-factor for sRNA activity is the RNA chaperone, Hfq, which is able to rearrange intramolecular secondary structures and to promote annealing of complementary RNA sequences. In addition, Hfq protects unpaired RNA from degradation by ribonucleases and thus increases sRNA stability. Co-immunoprecipitation of RNA with the Hfq protein, and further experimental as well as bioinformatical studies performed over the last decade suggested the presence of more than 150 different sRNAs in various Enterobacteria including Escherichia coli and Salmonellae. So-called core sRNAs are considered to fulfill central cellular activities as deduced from their high degree of conservation among different species. Approximately 25 core sRNAs have been implicated in gene regulation under a variety of environmental responses. However, for the majority of sRNAs, both the riboregulators’ individual biological roles as well as modes of action remain to be elucidated. The current study aimed to define the cellular functions of the two highly conserved, Hfq-dependent sRNAs, SdsR and RydC, in the model pathogen Salmonella Typhimurium. SdsR had been known as one of the most abundant sRNAs during stationary growth phase in E. coli. Examination of the conservation patterns in the sdsR promoter region in combination with classic genetic analyses revealed SdsR as the first sRNA under direct transcriptional control of the alternative σ factor σS. In Salmonella, over-expression of SdsR down-regulates the synthesis of the major porin OmpD, and the interaction site in the ompD mRNA coding sequence was mapped by a 3'RACE-based approach. At the post-transcriptional level, expression of ompD is controlled by three additional sRNAs, but SdsR plays a specific role in porin regulation during the stringent response. Similarly, RydC, the second sRNA adressed in this study, was initially discovered in E. coli but appeared to be conserved in many related γ-proteobacteria. An interesting aspect of this Hfq-dependent sRNAs is its secondary structure involving a pseudo-knot configuration, while the 5’ end remains single stranded. A transcriptomic approach combining RydC pulse-expression and scoring of global mRNA changes on microarrays was employed to identify the targets of this sRNA. RydC specifically activated expression of the longer of two versions of the cfa mRNA encoding for the phospholipid-modifying enzyme cyclopropane fatty acid synthase. Employing its conserved single-stranded 5' end, RydC acts as a positive regulator and masks a recognition site of the endoribonuclease, RNase E, in the cfa leader.
Applying microarray‐based techniques to study gene expression patterns: a bio‐computational approach
(2010)
The regulation and maintenance of iron homeostasis is critical to human health. As a constituent of hemoglobin, iron is essential for oxygen transport and significant iron deficiency leads to anemia. Eukaryotic cells require iron for survival and proliferation. Iron is part of hemoproteins, iron-sulfur (Fe-S) proteins, and other proteins with functional groups that require iron as a cofactor. At the cellular level, iron uptake, utilization, storage, and export are regulated at different molecular levels (transcriptional, mRNA stability, translational, and posttranslational). Iron regulatory proteins (IRPs) 1 and 2 post-transcriptionally control mammalian iron homeostasis by binding to iron-responsive elements (IREs), conserved RNA stem-loop structures located in the 5’- or 3‘- untranslated regions of genes involved in iron metabolism (e.g. FTH1, FTL, and TFRC). To identify novel IRE-containing mRNAs, we integrated biochemical, biocomputational, and microarray-based experimental approaches. Gene expression studies greatly contribute to our understanding of complex relationships in gene regulatory networks. However, the complexity of array design, production and manipulations are limiting factors, affecting data quality. The use of customized DNA microarrays improves overall data quality in many situations, however, only if for these specifically designed microarrays analysis tools are available. Methods In this project response to the iron treatment was examined under different conditions using bioinformatical methods. This would improve our understanding of an iron regulatory network. For these purposes we used microarray gene expression data. To identify novel IRE-containing mRNAs biochemical, biocomputational, and microarray-based experimental approaches were integrated. IRP/IRE messenger ribonucleoproteins were immunoselected and their mRNA composition was analysed using an IronChip microarray enriched for genes predicted computationally to contain IRE-like motifs. Analysis of IronChip microarray data requires specialized tool which can use all advantages of a customized microarray platform. Novel decision-tree based algorithm was implemented using Perl in IronChip Evaluation Package (ICEP). Results IRE-like motifs were identified from genomic nucleic acid databases by an algorithm combining primary nucleic acid sequence and RNA structural criteria. Depending on the choice of constraining criteria, such computational screens tend to generate a large number of false positives. To refine the search and reduce the number of false positive hits, additional constraints were introduced. The refined screen yielded 15 IRE-like motifs. A second approach made use of a reported list of 230 IRE-like sequences obtained from screening UTR databases. We selected 6 out of these 230 entries based on the ability of the lower IRE stem to form at least 6 out of 7 bp. Corresponding ESTs were spotted onto the human or mouse versions of the IronChip and the results were analysed using ICEP. Our data show that the immunoselection/microarray strategy is a feasible approach for screening bioinformatically predicted IRE genes and the detection of novel IRE-containing mRNAs. In addition, we identified a novel IRE-containing gene CDC14A (Sanchez M, et al. 2006). The IronChip Evaluation Package (ICEP) is a collection of Perl utilities and an easy to use data evaluation pipeline for the analysis of microarray data with a focus on data quality of custom-designed microarrays. The package has been developed for the statistical and bioinformatical analysis of the custom cDNA microarray IronChip, but can be easily adapted for other cDNA or oligonucleotide-based designed microarray platforms. ICEP uses decision tree-based algorithms to assign quality flags and performs robust analysis based on chip design properties regarding multiple repetitions, ratio cut-off, background and negative controls (Vainshtein Y, et al., 2010).
The eukaryotic parasite Trypanosoma brucei has evolved sophisticated strategies to persist within its mammalian host. Trypanosomes evade the hosts' immune system by antigenic variation of their surface coat, consisting of variant surface glycoproteins (VSGs). Out of a repertoire of thousands of VSG genes, only one is expressed at any given time from one of the 15 telomeric expression sites (ES). The VSG is stochastically exchanged either by a transcriptional switch of the active ES (in situ switch) or by a recombinational exchange of the VSG within the active ES. However, for infections to persist, the parasite burden has to be limited. The slender (sl) bloodstream form secretes the stumpy induction factor (SIF), which accumulates with rising parasitemia. SIF induces the irreversible developmental transition from the proliferative sl to the cell cycle-arrested but fly-infective stumpy (st) stage once a concentration threshold is reached. Thus, antigenic variation and st development ensure persistent infections and transmissibility. A previous study in monomorphic cells indicated that the attenuation of the active ES could be relevant for the development of trypanosomes. The present thesis investigated this hypothesis using the inducible overexpression of an ectopic VSG in pleomorphic trypanosomes, which possess full developmental competence. These studies revealed a surprising phenotypic plasticity: while the endogenous VSG was always down-regulated upon induction, the ESactivity determined whether the VSG overexpressors arrested in growth or kept proliferating. Full ES-attenuation induced the differentiation of bona fide st parasites independent of the cell density and thus represents the sole natural SIF-independent differentiation trigger to date. A milder decrease of the ES-activity did not induce phenotypic changes, but appeared to prime the parasites for SIF-induced differentiation. These results demonstrate that antigenic variation and development are linked and indicated that the ES and the VSG are independently regulated. Therefore, I investigated in the second part of my thesis how ES-attenuation and VSG-silencing can be mediated. Integration of reporters with a functional or defective VSG 3'UTR into different genomic loci showed that the maintenance of the active state of the ES depends on a conserved motif within the VSG 3'UTR. In situ switching was only triggered when the telomere-proximal motif was partially deleted, suggesting that it serves as a DNA-binding motif for a telomere-associated protein. The VSG levels seem to be additionally regulated in trans based on the VSG 3'UTR independent of the genomic context, which was reinforced by the regulation of a constitutively expressed reporter with VSG 3' UTR upon ectopic VSG overexpression.