Gene activity is regulated at two separate layers. Through structural and chemical properties of DNA – the primary layer of encoding – local signatures may enable, or disable, the binding of proteins or complexes of them with regulatory potential to the DNA. At a higher level – the structural layer of encoding – gene activity is regulated through the properties of higher order DNA structure, chromatin, and chromosome organization. Cells with abnormal chromosome compaction or organization, e.g. cancer cells, may thus have perturbed regulatory activities resulting in abnormal gene activity. Hence, there is a great need to decode the transcriptional regulation encoded in both layers to further our understanding of the factors that control activity and life of a cell and, ultimately, an organism. Modern genome-wide studies with those aims rely on data-intense experiments requiring sophisticated computational and statistical methods for data handling and analyses. This thesis describes recent advances of analyzing experimental data from quantitative biological studies to decipher the structural layer of encoding in human cells. Adopting an integrative approach when possible, combining multiple sources of data, allowed us to study the influences of chromatin (Papers I and II) and chromosomal aberrations (Paper IV) on transcription. Combining chromatin data with chromosomal aberration data allowed us to identify putative driver oncogenes and tumor-suppressor genes in cancer (Paper IV). Bayesian approaches enabling the incorporation of background information in the models and the adaptability of such models to data have been very useful. Their usages yielded accurate and narrow detection of chromosomal breakpoints in cancer (Papers III and IV) and reliable positioning of nucleosomes and their dynamics during transcriptional regulation at functionally relevant regulatory elements (Paper II). Using massively parallel sequencing data, we explored the chromatin landscapes of human cells (Papers I and II) and concluded that there is a preferential and evolutionary conserved positioning at internal exons nearly unaffected by the transcriptional level. We also observed a strong association between certain histone modifications and the inclusion or exclusion of an exon in the mature gene transcript, suggesting a functional role in splicing.

The precise regulation of Major Histocompatibility class II (MHC-II) genes plays an important role in the control of the adaptive immune response. MHC-II genes are expressed constitutively in only a few cell types, but their expression can be induced by the inflammatory response cytokine interferon gamma (INF-γ). The regulation of MHC-II is controlled by a Master Regulator, the class II transactivator (CIITA). Multiple studies have shown that CIITA regulated expression of MHC-II is controlled and induced by INF-γ. It has been also shown that a functional CIITA gene is necessary for the expression of MHC-II genes. CIITA is thus a general regulator of both constitutive and inducible MHC-II expression. Although much is known about the transcription factors necessary for CIITA expression, there is little information as to the epigenetic modifications and the requisite enzymes needed to provide these transcription factors access to DNA. Previous studies in the Greer lab have shown that increased levels of acetylation of histones H3 upon INF-γ stimulation, as does tri-methylation of H3K4 upon prolonged cytokine stimulation. Similar observations were made at early time points post IFN-γ stimulation, where there is an instantaneous increase in the levels of H3K18ac and H3K4me3. In contrast to this, the levels of silencing modifications begin to drop with in the first 20 minutes of IFN-γ stimulation. The binding of STAT1 reaches its peak at about 60 minutes and the first transcripts for the protein start to appear as early as 40 minutes post the cytokines stimulation. Our study is the first to link the rapidly occurring epigenetic changes at the CIITA promoter pIV to EZH2

P68 RNA helicase is a RNA helicase and an ATPase belonging to the DEAD-box family. It is important for the growth of normal cells, and is implicated in diverse functions ranging from pre-mRNA splicing, transcriptional activation to cell proliferation, and early organ development. The protein is documented to be phosphorylated at several amino-acid residues. It was previously demonstrated in several cancer cell-lines that p68 gets phosphorylated at threonine residues during treatments with TNF-α and TRAIL. In this study, the role of threonine phosphorylation of p68 under the treatment of anti-cancer drug, oxaliplatin in the colon cancer cells is characterized. Oxaliplatin treatment activates p38 MAP-kinase, which subsequently phosphorylates p68 at T564 and/or T446. P68 phosphorylation, at least partially, influences the role of the drug on apoptosis induction. This study shows an important mechanism of action of the anti-cancer drug which could be used for improving cancer treatment. This study also shows that p68 is an important transcriptional regulator regulating transcription of the cytoskeletal gene TPPP/p25. Previous analyses revealed that p68 RNA helicase could regulate expression of genes responsible for controlling stability and dynamics of different cytoskeletons. P68 is found to regulate TPPP/p25 gene transcription by associating with the TPPP/p25 gene promoter. Expression of TPPP/p25 plays an important role in cellular differentiation while the involvement of p68 in the regulation of TPPP/p25 expression is an important event for neurite outgrowth. Loss of TPPP expression contributes to the development and progression of gliomas. Thus, our studies further enhance our understanding of the multiple cellular functions of p68 and its regulation of the cellular processes.

Diss. (sammanfattning) Umeå : Umeå universitet, 2010. / Härtill 2 uppsatser.

Epithelial ovarian cancer (EOC) is a leading cause of morbidity and mortality among women in the United States, and the etiology is incompletely understood. Common, low penetrant genetic variants such as single nucleotide polymorphisms (SNPs) likely contribute to a significant proportion of EOC. We examined whether SNPs in two understudied yet biologically important types of genes, mitochondrial-related and miRNA-related genes, may contribute to EOC susceptibility using data from a large, homogeneous study population of 1,815 EOC cases and 1,900 controls (frequency-matched on age-group and race/ethnicity) genotyped through stage 1 of an ongoing genome-wide association study. Inter-individual variation in genes involved in mitochondrial biogenesis was strongly associated with EOC risk (empirical P=0.050), especially for genes NRF1, PPARGC1A, MTERF, ESRRA, and CAMK2D. SNPs in several genes involved in the biogenesis of miRNAs (LIN28, LIN28B, AGO2, DICER, and DROSHA) also demonstrated associations with EOC risk; a joint meta-analysis and in vitro investigations reinforced evidence for a protective role of LIN28B rs12194974 (combined OR= 0.90, 95% CI: 0.82-0.98), a G>A SNP predicted to reside in a transcription factor binding site in the highly conserved LIN28B promoter. Our findings provide valuable insight into the pathogenesis of EOC, and support the consideration of variants in these genes as candidates when building risk prediction models. Most importantly, this work has provided a strong foundation for further lines of research that may aid in reducing the burden of this disease.

No description available.

No description available.

La famille des gènes Hox code pour des facteurs de transcription connus pour leur contribution essentielle à l’élaboration de l’architecture du corps et ce, au sein de tout le règne animal. Au cours de l’évolution chez les vertébrés, les gènes Hox ont été redéfinis pour générer toute une variété de nouveaux tissus/organes. Souvent, cette diversification s’est effectuée via des changements quant au contrôle transcriptionnel des gènes Hox. Chez les mammifères, la fonction de Hoxa13 n’est pas restreinte qu’à l’embryon même, mais s’avère également essentielle pour le développement de la vascularisation fœtale au sein du labyrinthe placentaire, suggérant ainsi que sa fonction au sein de cette structure aurait accompagné l’émergence des espèces placentaires. Au chapitre 2, nous mettons en lumière le recrutement de deux autres gènes Hoxa, soient Hoxa10 et Hoxa11, au compartiment extra-embryonnaire. Nous démontrons que l’expression de Hoxa10, Hoxa11 et Hoxa13 est requise au sein de l’allantoïde, précurseur du cordon ombilical et du système vasculaire fœtal au sein du labyrinthe placentaire. De façon intéressante, nous avons découvert que l’expression des gènes Hoxa10-13 dans l’allantoïde n’est pas restreinte qu’aux mammifères placentaires, mais est également présente chez un vertébré non-placentaire, indiquant que le recrutement des ces gènes dans l’allantoïde précède fort probablement l’émergence des espèces placentaires. Nous avons généré des réarrangements génétiques et utilisé des essais transgéniques pour étudier les mécanismes régulant l’expression des gènes Hoxa dans l’allantoïde. Nous avons identifié un fragment intergénique de 50 kb capable d’induire l’expression d’un gène rapporteur dans l’allantoïde. Cependant, nous avons trouvé que le mécanisme de régulation contrôlant l’expression du gène Hoxa au sein du compartiment extra-embryonnaire est fort complexe et repose sur plus qu’un seul élément cis-régulateur. Au chapitre 3, nous avons utilisé la cartographie génétique du destin cellulaire pour évaluer la contribution globale des cellules exprimant Hoxa13 aux différentes structures embryonnaires. Plus particulièrement, nous avons examiné plus en détail l’analyse de la cartographie du destin cellulaire de Hoxa13 dans les pattes antérieures en développement. Nous avons pu déterminer que, dans le squelette du membre, tous les éléments squelettiques de l’autopode (main), à l’exception de quelques cellules dans les éléments carpiens les plus proximaux, proviennent des cellules exprimant Hoxa13. En contraste, nous avons découvert que, au sein du compartiment musculaire, les cellules exprimant Hoxa13 et leurs descendantes (Hoxa13lin+) s’étendent à des domaines plus proximaux du membre, où ils contribuent à générer la plupart des masses musculaires de l’avant-bras et, en partie, du triceps. De façon intéressante, nous avons découvert que les cellules exprimant Hoxa13 et leurs descendantes ne sont pas distribuées uniformément parmi les différents muscles. Au sein d’une même masse musculaire, les fibres avec une contribution Hoxa13lin+ différente peuvent être identifiées et les fibres avec une contribution semblable sont souvent regroupées ensemble. Ce résultat évoque la possibilité que Hoxa13 soit impliqué dans la mise en place de caractéristiques spécifiques des groupes musculaires, ou la mise en place de connections nerf-muscle. Prises dans leur ensemble, les données ici présentées permettent de mieux comprendre le rôle de Hoxa13 au sein des compartiments embryonnaires et extra-embryonnaires. Par ailleurs, nos résultats seront d’une importance primordiale pour soutenir les futures études visant à expliquer les mécanismes transcriptionnels soutenant la régulation des gènes Hoxa dans les tissus extra-embryonnaires. / The Hox family of transcription factors is well known for its key contribution in the establishment of the body architecture in all the animal kingdom. During vertebrate evolution, Hox genes have been co-opted to pattern a variety of novel tissues/organs. Often, this diversification has been achieved by changes in Hox transcriptional control. In mammals, Hoxa13 function is not restricted to the embryo proper, but is also essential for the proper development of the fetal vasculature within the placental labyrinth, suggesting that its function in this structure accompanied the emergence of placental species. In chapter 2, we report on the recruitment of two other Hoxa genes, namely Hoxa10 and Hoxa11, in the extra embryonic compartment. We show that Hoxa10, Hoxa11 and Hoxa13 expression is required in the allantois, the precursor of the umbilical cord and fetal vasculature within the placental labyrinth. Interestingly, we found that Hoxa10-13 gene expression in the allantois is not restricted to placental mammals, but is also present in a non-placental vertebrate, indicating that the recruitment of these genes in the allantois most likely predates the emergence of placental species. We generated genetic rearrangements and used transgenic assays to investigate the regulatory mechanisms underlying Hoxa gene expression in the allantois. We identified a 50 kb intergenic fragment able to drive reporter gene expression in the allantois. However, we found that the regulatory mechanism controlling Hoxa gene expression in the extra-embryonic compartment is very complex and relies on more than one cis-regulatory element. In chapter 3, we used genetic fate mapping to assess the overall contribution of Hoxa13 expressing cells to the different embryonic structures. In particular, we focused on Hoxa13 fate-mapping analysis in the developing forelimbs. We could determine that, in the limb skeleton, all autopod (hand) skeletal elements, with the exception of a few cells in the most proximal carpal elements, originate from Hoxa13 expressing cells. In contrast, we found that, in the muscle compartment, Hoxa13 expressing cells and their descendants extend to more proximal limb domains, where they contribute to most of the muscle masses of the forearm and, in part, to the triceps. Interestingly we found that Hoxa13 expressing cells and their descendants are not identically distributed among different muscles. Within the same muscular mass, fibres with different Hoxa13lin+ contribution can be identified, and fibers with similar contribution are often clustered together. This result raises the possibility that Hoxa13 might be involved in establishing specific features of muscle groups, or in establishing nerve-muscle connectivity. Altogether, the data presented herein provide a better understanding of the role of Hoxa13 in both the embryonic and extra-embryonic compartment. Moreover, our results will be of key importance for further investigations aimed at unravelling transcriptional mechanisms underlying Hoxa gene regulation in extra embryonic tissues.

As we gain increased understanding of genetic disorders and gene regulation more focus has turned towards complex interactions. Combinations of genes or gene and environmental factors have been suggested to explain the missing heritability behind complex diseases. Furthermore, gene activation and splicing seem to be governed by a complex machinery of histone modification (HM), transcription factor (TF), and DNA sequence signals. This thesis aimed to apply and develop multivariate machine learning methods for use on such biological problems. Monte Carlo feature selection was combined with rule-based classification to identify interactions between HMs and to study the interplay of factors with importance for asthma and allergy. Firstly, publicly available ChIP-seq data (Paper I) for 38 HMs was studied. We trained a classifier for predicting exon inclusion levels based on the HMs signals. We identified HMs important for splicing and illustrated that splicing could be predicted from the HM patterns. Next, we applied a similar methodology on data from two large birth cohorts describing asthma and allergy in children (Paper II). We identified genetic and environmental factors with importance for allergic diseases which confirmed earlier results and found candidate gene-gene and gene-environment interactions. In order to interpret and present the classifiers we developed Ciruvis, a web-based tool for network visualization of classification rules (Paper III). We applied Ciruvis on classifiers trained on both simulated and real data and compared our tool to another methodology for interaction detection using classification. Finally, we continued the earlier study on epigenetics by analyzing HM and TF signals in genes with or without evidence of bidirectional transcription (Paper IV). We identified several HMs and TFs with different signals between unidirectional and bidirectional genes. Among these, the CTCF TF was shown to have a well-positioned peak 60-80 bp upstream of the transcription start site in unidirectional genes.

Most free-living bacteria will encounter different environments and it is therefore critical to be able to rapidly adjust to new growth conditions in order to be competitively successful. Responding to changes requires efficient gene regulation in terms of transcription, RNA stability, translation and post-translational modifications. Studies of an extremely slow-growing mutant of Salmonella enterica, with a Glu125Arg mutant version of EF-Tu, revealed it to be trapped in a stringent response. The perceived starvation was demonstrated to be the result of increased mRNA cleavage of aminoacyl-tRNA synthetase genes leading to lower prolyl-tRNA levels. The mutant EF-Tu caused an uncoupling of transcription and translation, leading to increased turnover of mRNA, which trapped the mutant in a futile stringent response. To examine the essentiality of RNase E, we selected and mapped three classes of extragenic suppressors of a ts RNase E phenotype. The ts RNase E mutants were defective in the degradation of mRNA and in the processing of tRNA and rRNA. Only the degradation of mRNA was suppressed by the compensatory mutations. We therefore suggest that degradation of at least a subset of cellular mRNAs is an essential function of RNase E. Bioinformatically, we discovered that the mRNA of tufB, one of the two genes encoding EF-Tu, could form a stable structure masking the ribosomal binding site. This, together with previous studies that suggested that the level of EF-Tu protein could affect the expression of tufB, led us to propose three models for how this could occur. The stability of the tufB RNA structure could be affected by the elongation rate of tufB-translating ribosomes, possibly influenced by the presence of rare codons early in the in tufB mRNA. Using proteomic and genetic assays we concluded that two previously isolated RNAP mutants, each with a growth advantage when present as subpopulations on aging wild-type colonies, were dependent on the utilization of acetate for this phenotype. Increased growth of a subpopulation of wild-type cells on a colony unable to re-assimilate acetate demonstrated that in aging colonies, acetate is available in levels sufficient to sustain the growth of at least a small subpopulation of bacteria.