No description available.

Esta tese é estruturada em dois capítulos. O primeiro capítulo explora os retrotransposons com LTR (LTR-RT) em cana-de-açúcar e grande parte de seus resultados foram publicados no artigo \'\'Analysis of plant LTR-retrotransposons at the fine-scale family level reveals individual molecular patterns\'\'. Nossos resultados mostraram que as diferentes famílias de LTR-RT em cana-de-açúcar possuem estruturas e regulação distintas. O segundo capítulo desta tese visa responder a perguntas que surgiram durante a primeira metade deste trabalho, mas ao invés de focar no genoma de uma planta optamos por trabalhar com linhagem Del de LTR-RT em dez genomas de angiospermas sequenciados. Os resultados desta parte do trabalho foram submetidos para publicação no artigo intitulado \'\'Virus-like attachment sites and plastic CpG islands: landmarks of diversity in plant Del retrotransposons\'\'. Os resultados mostraram que a LTR é uma região dinâmica e importante para a evolução dos LTR-RTs. Nós especulamos que mudanças nas LTR atuem como gatilhos para a diversificação dos LTR-RTs. / This doctoral thesis is structured in two chapters. In the first chapter we explore the LTRretrotransposons (LTR-RT) in sugarcane, these results were published in an article entitled \'\'Analysis of plant LTR-etrotransposons at the fine-scale family level reveals individual molecular patterns\'\'. In this paper we show that different sugarcane LTR-RT families have distinct structure and are differentially regulated. In the second chapter we try to find answers to questions that came up in the first half of this work, but instead of focusing in one plant genome we chose to work with the Del lineage of LTR-RT in tem angiosperm sequenced genomes. These results are submitted to publication as an article entitled \'\'Virus-like attachment sites and plastic CpG islands: landmarks of diversity in plant Del retrotransposons\'\'. Our results indicate that the LTR region is dynamic and important in the evolution of LTR-retrotransposons, we speculate that it is a trigger for retrotransposon diversification.

Background Colorectal cancer (CRC) is the second most common malignancy in developed countries. The mortality is high, with nearly half of patients dying from the disease. The primary treatment of CRC is surgery, and decisions about additional treatment with chemotherapy are based mainly on tumor stage. Novel prognostic markers that identify patients at high risk of recurrence and cancer-related death are needed. The development of CRC has been described in terms of two different pathways; the microsatellite instability (MSI) and chromosomal instability (microsatellite stable, MSS) pathway. More recently, the CpG island methylator phenotype (CIMP), characterized by frequent DNA hypermethylation, has been described as an alternative pathway of tumorigenesis. The event of DNA methylation is dependent on one-carbon metabolism, in which folate and vitamin B12 have essential functions. The purpose of this thesis was to study CIMP in CRC. The specific aims were to investigate the potential role of components of one-carbon metabolism as risk factors for this subgroup of tumors, and the prognostic importance of CIMP status, taking into consideration important confounding factors, such as MSI and tumor-infiltrating T cells. Methods CRC cases and referents included in the Northern Sweden Health and Disease Study (NSHDS, 226 cases and 437 referents) and CRC cases in the Colorectal Cancer in Umeå Study (CRUMS, n=490) were studied. Prediagnostic plasma concentrations of folate and vitamin B12 were analyzed in NSHDS. In both study groups, CIMP status was determined in archival tumor tissue by real-time quantitative PCR using an eight-gene panel (CDKN2A, MLH1, CACNA1G, NEUROG1, RUNX3, SOCS1, IGF2 and CRABP1). MSI screening status and the density of tumor-infiltrating T cells were determined by immunohistochemistry.  Results An inverse association was found between plasma concentrations of vitamin B12 and rectal, but not colon, cancer risk. We also found a reduced risk of CIMP-high and CIMP-low CRC in study subjects with the lowest levels of plasma folate. We found that patients with CIMP-low tumors in both NSHDS and CRUMS had a poorer prognosis compared with CIMP-negative, regardless of MSI screening status. We also found that MSS CIMP-high patients had a poorer prognosis compared with MSS CIMP-negative. The density of tumor-infiltrating T cells and CIMP status were both found to be independent predictors of CRC patient prognosis. A particularly poor prognosis was found in patients with CIMP-low tumors poorly infiltrated by T cells. In addition, the density of T cells appeared to be more important than MSI screening status for predicting CRC patient prognosis. Conclusion Rather than being one disease, CRC is a heterogeneous set of diseases with respect to clinico-pathological and molecular characteristics. We found that the association between risk and plasma concentration of vitamin B12 and folate depends on tumor site and CIMP status, respectively. Patient prognosis was found to be different depending on CIMP and MSI screening status, and the density of tumor-infiltrating T cells.

La méthylation de l’ADN est une modification épigénétique qui prend place durant le développement embryonnaire sur le génome des Mammifères. Durant ma thèse, j’ai déterminé les cinétiques de mise en place de la méthylation de l’ADN sur le génome murin au cours de l’embryogénèse précoce. J’ai identifié les rôles spécifiques et redondants des ADN méthyltransférases DNMT3a et DNMT3b dans ce processus. J’ai également étudié le rôle de deux facteurs dans la mise en place de la méthylation de l’ADN dans l’embryon. Premièrement, j’ai déterminé que l’enzyme G9a joue un rôle essentiel pour la répression et le recrutement de la méthylation de l’ADN à des sites spécifiques du génome, incluant en particulier des promoteurs à ilots CpG de gènes méiotiques. Deuxièmement, l’étude du facteur E2F6 m’a permis de montrer que cette protéine est elle aussi impliquée dans le recrutement de la méthylation de l’ADN, et ce à des promoteurs de gènes méiotiques distincts de ceux régulés par G9a. / DNA methylation is an epigenetic modification which is established during embryonic development on the mammalian genome. In my thesis, I determined the kinetics of DNA methylation acquisition on the mouse genome during early embryogenesis, and determined the specific and redundant roles of the DNA methyltransferases DNMT3a and DNMT3b in this process. I also studied the roles of two factors involved in setting up DNA methylation in embryos. First, I determined that the G9a enzyme plays an essential role for the in vivo repression and DNA methylation of specific genomic sites, including in particular the CpG island promoters of germline genes. Second, the study of the E2F6 factor allowed me to show that this protein is also involved in recruiting DNA methylation at a set of germline gene promoters than are distinct from those regulated by G9a.

Several malignant diseases, such as colorectal, pancreatic, breast or ovarial cancers, are primarily treated with cytostatics 5-fluorouracil (5-FU). 5-FU undergoes biotransformation in human body and arising metabolites induce the damage and subsequent apoptosis in the target cells. The main aim of this diploma Thesis was the determination of methylation in promoter regions of 14 candidate genes participating on 5-FU biotransformation: TK1, PPAT, RRM1, RRM2, UCK2, UCK1, UMPS, TYMP, UPP1, UPP 2 SLC29A1, UPB1, DPYS and DPYD. We hypothesize that the methylation in promoter regions regulates mRNA transcription of the above candidate genes. We have conducted appropriate analyses in 128 colorectal cancer patients, for whom both tumor and nonmalignant adjacent tissues were available. Sample processing and analysis involved DNA isolation, bisulfite conversion of unmethylated cytosines to corresponding uracils, methylation-specific analysis of melting curves with high resolution for theproper methylation analysis and gel electrophoresis to separate PCR products. For the majority of the studied genes (TK1, PPAT, RRM1, RRM2, UCK2, UCK1, UMPS, TYMP, UPP1, SLC29A1 and DPYD) we did not detect any aberrant methylation in promoter regions. In genes DPYS, UPB1 and UPP2 we recorded various degree of promoter...

Esta tese é estruturada em dois capítulos. O primeiro capítulo explora os retrotransposons com LTR (LTR-RT) em cana-de-açúcar e grande parte de seus resultados foram publicados no artigo \'\'Analysis of plant LTR-retrotransposons at the fine-scale family level reveals individual molecular patterns\'\'. Nossos resultados mostraram que as diferentes famílias de LTR-RT em cana-de-açúcar possuem estruturas e regulação distintas. O segundo capítulo desta tese visa responder a perguntas que surgiram durante a primeira metade deste trabalho, mas ao invés de focar no genoma de uma planta optamos por trabalhar com linhagem Del de LTR-RT em dez genomas de angiospermas sequenciados. Os resultados desta parte do trabalho foram submetidos para publicação no artigo intitulado \'\'Virus-like attachment sites and plastic CpG islands: landmarks of diversity in plant Del retrotransposons\'\'. Os resultados mostraram que a LTR é uma região dinâmica e importante para a evolução dos LTR-RTs. Nós especulamos que mudanças nas LTR atuem como gatilhos para a diversificação dos LTR-RTs. / This doctoral thesis is structured in two chapters. In the first chapter we explore the LTRretrotransposons (LTR-RT) in sugarcane, these results were published in an article entitled \'\'Analysis of plant LTR-etrotransposons at the fine-scale family level reveals individual molecular patterns\'\'. In this paper we show that different sugarcane LTR-RT families have distinct structure and are differentially regulated. In the second chapter we try to find answers to questions that came up in the first half of this work, but instead of focusing in one plant genome we chose to work with the Del lineage of LTR-RT in tem angiosperm sequenced genomes. These results are submitted to publication as an article entitled \'\'Virus-like attachment sites and plastic CpG islands: landmarks of diversity in plant Del retrotransposons\'\'. Our results indicate that the LTR region is dynamic and important in the evolution of LTR-retrotransposons, we speculate that it is a trigger for retrotransposon diversification.

Here, we show that training with multiple noncommunicable diseases (NCDs) is both feasible and beneficial to modeling this class of diseases. We first use data from the Cancer Genome Atlas (TCGA) to train a pan cancer model, and then characterize the information the model has learned about the cancers. In doing this we show that the model has learned concepts that are relevant to the task of cancer classification. We also test the model on datasets derived independently of the TCGA cohort and show that the model is robust to data outside of its training distribution such as precancerous legions and metastatic samples. We then utilize the cancer model as the basis of a transfer learning study where we retrain it on other, non-cancer NCDs. In doing so we show that NCDs with very differing underlying biology contain extractible information relevant to each other allowing for a broader model of NCDs to be developed with existing datasets. We then test the importance of the samples source tissue in the model and find that the NCD class and tissue source may not be independent in our model. To address this, we use the tissue encodings to create augmented samples. We test how successfully we can use these augmented samples to remove or diminish tissue source importance to NCD class through retraining the model. In doing this we make key observations about the nature of concept importance and its usefulness in future neural network explainability efforts.

No description available.