The Human Genome Project, initiated in 1990, creates an enormous amount of excitement in human genetics—a field of study that seeks answers to the understanding of human evolution, diseases and development, gene therapy, and preventive medicine. The first completion of a human genome in 2003 and the breakthroughs of sequencing technologies in the past few years deliver the promised benefits of genome studies, especially in the roles of genomic variability and human health. However, intensive resource requirements and the associated costs make it infeasible to experimentally verify the effect of every genetic variation. At this stage of genome studies, in silico predictions play an important role in identifying putative functional variants. The most common practice for genome variant evaluation is based on the evolutionary conservation at the mutation site. Nonetheless, sequence conservation is not the absolute predictor for deleteriousness since phylogenetic diversity of aligned sequences used to construct the prediction algorithm has substantial effects on the analysis. This dissertation aims at overcoming the weaknesses of the conservation-based assumption for predicting the variant effects. The dissertation describes three different integrative computational approaches to identify a subset of high-priority amino acid mutations, derived from human genome data. The methods investigate variant-function relationships in three aspects of genome studies—personal genomics, genomics of epilepsy disorders, and genomics of variable drug responses. For genetic variants found in genomes of healthy individuals, an eight-level variant classification scheme is implemented to rank variants that are important towards individualized health profiles. For candidate genetic variants of epilepsy disorders, a novel 3-dimensional structure-based assessment protocol for amino acid mutations is established to improve discrimination between neutral and causal variants at less conserved sites, and to facilitate variant prioritization for experimental validations. For genomic variants that may affect inter-individual variability in drug responses, an explicit structure-based predictor for structural disturbances is developed to efficiently evaluate unknown variants in pharmacogenes. Overall, the three integrative approaches provide an opportunity for examining the effects of genomic variants from multiple perspectives of genome studies. They also introduce an efficient way to catalog amino acid variants on a large scale genome data.

Proper development of skeletal muscle occurs through a highly complex process where activation and repression of genes are essential. Control of this process is regulated by timely and spatial expression of specific transcription factors (TFs). Six1 and Six4 are homeodomain TFs known to be essential for skeletal muscle development in mice. Using the C2C12 cell line, a model for skeletal muscle differentiation, I used a functional genomics approach, employing siRNA specific to both these TFs, to characterize their role in skeletal myogenesis. To identify the genes that are regulated by both these TFs, gene expression profiling by microarray of cells treated with siRNA against Six1 and/or Six4 was performed. The knock-down of these TFs caused lower expression of markers of terminal differentiation genes in addition to an impairment of myoblast fusion and differentiation. Interestingly, transcript profiling of cells treated with siRNA against myogenin revealed that several of the Six1 and Six4 target genes are also regulated by myogenin. Through a combination of bioinformatic analyses it was also found that specific knock-down of Six4 causes an up-regulation of genes involved in mitosis and the cell cycle. In summary, these results show that Six1 and Six4 can both independently regulate different genes, but can also cooperate together with other TFs where they play an important role in the proper regulation of skeletal myogenesis.

Primates are one of the best characterized phylogenies with vast amounts of comparative data available, including genomic sequences, gene expression, and epigenetic modifications. Thus, they provide an ideal system to study sequence evolution, regulatory evolution, epigenetic evolution as well as their interplays. Comparative studies of primate genomes can also shed light on molecular basis of human-specific traits. This dissertation is mainly composed of three chapters studying human and non-human primate evolution. The first study investigated evolutionary rate difference between sex chromosome and autosomes across diverse primate species. The second study developed an unbiased approach without the need of prior information to identify genomic segments under accelerated evolution. The third study investigated interplay between genomic and epigenomic evolution of humans and chimpanzees. Research advance 1: evolutionary rates of the X chromosome are predicted to be different from those of autosomes. A theory based on neutral mutation predicts that the X chromosome evolves slower than autosomes (slow-X evolution) because the numbers of cell division differ between spermatogenesis and oogenesis. A theory based on natural selection predicts an opposite direction (fast-X evolution) because newly arising beneficial mutations on the autosomes are usually recessive or partially recessive and not exposed to natural selection. A strong slow-X evolution is also predicted to counteract the effect of fast-X evolution. In our research, we simultaneously studied slow-X evolution, fast-X evolution as well as their interaction in a phylogeny of diverse primates. We showed that slow-X evolution exists in all the examined species, although their degrees differ, possibly due to their different life history traits such as generation times. We showed that fast-X evolution is lineage-specific and provided evidences that fast-X evolution is more evident in species with relatively weak slow-X evolution. We discussed potential contribution of various degrees of slow-X evolution on the conflicting population genetic inferences about human demography. Research advance 2: human-specific traits have long been considered to reside in the genome. There has been a surge of interest to identify genomic regions with accelerated evolution rate in the human genome. However, these studies either rely on a priori knowledge or sliding windows of arbitrary sizes. My research provided an unbiased approach based on previously developed “maximal segment” algorithm to identify genomic segments with accelerated lineage-specific substitution rate. Under this framework, we identified a large number of human genomic segments with clustered human-specific substitutions (named “maximal segments” after the algorithm). Our identified human maximal segments cover a significant amount of previously identified human accelerated regions and overlap with genes enriched in developmental processes. We demonstrated that the underlying evolutionary forces driving the maximal segments included regionally increased mutation rate, biased gene conversion and positive selection. Research advance 3: DNA methylation is one of the most common epigenetic modifications and plays a significant role in gene regulation. How DNA methylation status varies on the evolutionary timescale is not well understood. In this study, we investigated the role of genetic changes in shaping DNA methylation divergence between humans and chimpanzees in their sperm and brain, separately. We find that for orthologous promoter regions, CpG dinucleotide content difference is negatively correlated with DNA methylation level difference in the sperm but not in the brain, which may be explained by the fact that CpG depleting mutations better reflect germline DNA methylation levels. For the aligned sites of orthologous promoter regions, sequence divergence is positively correlated with methylation divergence for both tissues. We showed that the evolution of DNA methylation can be affected by various genetic factors including transposable element insertions, CpG depleting mutations and CpG generating mutations.

DNA is the code for all life. Via intermediary RNA the information encoded by the genome is relayed to proteins executing the various functions in a cell. Together, this repertoire of inherently linked biological macromolecules determines all characteristics and features of a cell. Technological advancements during the last decades have enabled the pursuit of novel types of studies and the investigation of the cell and its constituents at a progressively higher level of detail. This has shed light on numerous cellular processes and on the underpinnings of several diseases. For the majority of studies focusing on nucleic acids, an amplification step has to be implemented before an analysis, scoring or interrogation method translates the amplified material into relevant biological information. This information can, for instance, be the genotype of particular SNPs or STRs, or the abundance level of a set of interesting transcripts. As such, amplification plays a significant role in nucleic acid assays. Over the years, a number of techniques – most notably PCR – has been devised to meet this amplification need, specifically or randomly multiplying desired regions. However, many of the approaches do not scale up easily rendering comprehensive studies cumbersome, time-consuming and necessitating large quantities of material.Trinucleotide threading (TnT) – forming the red thread throughout this thesis – is a multiplex amplification method, enabling simultaneous targeted amplification of several nucleic acid regions in a specific manner. TnT begins with a controlled linear DNA thread formation, each type of thread corresponding to a segment of interest, by a gap-fill reaction using a restricted trinucleotide set. The whole collection of created threads is subsequently subjected to an exponential PCR amplification employing a single primer pair. The generated material can thereafter be analyzed with a multitude of readout and detection platforms depending on the issue or characteristic under consideration.TnT offers a high level of specificity by harnessing the inherent specificities of a polymerase and a ligase acting on a nucleotide set encompassing three out of the four nucleotide types. Accordingly, several erroneous events have to occur in order to produce artifacts. This necessitates override of a number of control points.The studies constituting this thesis demonstrate integration of the TnT amplification strategy in assays for analysis of various aspects of DNA and RNA. TnT was adapted for expression profiling of intermediately-sized gene sets using both conventional DNA microarrays and massively parallel second generation 454 sequencing for readout. TnT, in conjunction with 454 sequencing, was also employed for allelotyping, defined as determination of allele frequencies in a cohort. In this study, 147 SNPs were simultaneously assayed in a pool comprising genomic DNA of 462 individuals. Finally, TnT was recruited for parallel amplification of STR loci with detection relying on capillary gel electrophoresis. In all investigations, the material generated with TnT was of sufficient quality and quantity to produce reliable and accurate biological information.Taken together, TnT represents a viable multiplex amplification technique permitting parallel amplification of genomic segments, for instance harboring polymorphisms, or of expressed genes. In addition to these, this versatile amplification module can be implemented in assays targeting a range of other features of genomes and transcriptomes. / QC 20100819

Les organismes vivent dans des environnements dynamiques. Or la plupart des approches expérimentales étudient la fonction et la sélection des gènes dans des environnements statiques. De ce fait, la sélection naturelle agissant en environnements fluctuants reste mal comprise. L´objectif de mon projet a été de déterminer si certains gènes sont particulièrement importants pour la fitness (taux de croissance) de cellules de levures en environnements oscillants. Un crible génomique, basé sur une automatisation de micro-cultures et sur un multiplexage de banques de séquençage, m´a permis de mesurer la fitness de milliers de mutants nuls en conditions de stress périodique. J´ai trouvé que la prédictibilité de la fitness en environnements périodiques, à partir de la fitness en environnements statiques, diffère selon les gènes et les conditions. Ainsi, certains mutants présentent des croissances similaires en conditions statiques mais différentes en conditions dynamiques. Curieusement, quelques gènes jouent un rôle bivalent : ils favorisent fortement la croissance lors de fluctuations lentes et ils la défavorisent lors de fluctuations rapides. J´ai également observé de nombreux mutants avec une croissance plus élevée qu´attendue aux fréquences de fluctuations les plus rapides. Cet effet s´explique partiellement par une perte de sensibilité environnementale de ces mutants, qui continuent à se diviser rapidement malgré la présence d´un stress. Ces résultats montrent comment la sélection naturelle agit sur les mutations en environnements fluctuants. Ils ouvrent la porte à des études mécanistiques de la prédictibilité de la fitness en environnements périodiques. / Organisms live in dynamic environments. However, most experimental approaches study the function and selection of genes in steady environments. Therefore, natural selection acting on fluctuating environments remains poorly understood. The objective of my project was to determine if some genes are especially important for fitness (growth rate) of yeast cells in oscillating environments. A genomic screen, based on an automation of micro-cultures and on a multiplexing of sequencing libraries, allowed me to measure fitness of thousands of null mutants in periodic stress conditions. I found that predictability of fitness in periodic stress, from fitness in steady environments, varies depending on the specific genes and conditions considered. This way, some mutants have similar growth in steady conditions, and different growth in dynamic conditions. Curiously, some genes play a bivalent role: they strongly favor growth during slow fluctuations, and reduce it during fast fluctuations. I also observed many mutants with higher growth than expected at the highest frequencies of fluctuations. This effect can be partially explained by a loss of environmental sensitivity of those mutants, that continue to divide quickly despite the presence of a stress. Those results show how natural selection can act on mutations in fluctuating environments. They open the door to mechanistic studies of the predictability of fitness in periodic environments.

Le riz est l'une des céréales les plus importantes au monde. Au Vietnam, le riz est également considéré comme un produit agronomique clé pour l'exportation. Cependant, le stress dû à la sécheresse menace la production de riz de plus en plus fréquemment et sur de plus longues périodes. Les racines coronaires constituent une partie importante du système racinaire du riz et jouent un rôle crucial dans le maintien du rendement en cas de sécheresse. Le nombre de racines coronaires affecte la biomasse de racines et détermine la capacité de la plante à extraire les ressources du sol. Un QTL de NRC, qNCR11, localisé sur le chromosome 11, avait été détecté dans une étude d’association précédente utilisant un panel de riz vietnamiens. Dans notre étude, son effet sur le NCR, léger, a été validé par cartographie de QTL en utilisant une population biparentale . Afin de déterminer les gènes sous-jacents à qNCR11 et régissant l'initiation et le développement des racines coronaires, une étude de séquençage du génome entier et une étude d'expression ont été réalisées. Deux gènes candidats, NCR2 (NBS-LRR) et NCR3 (OsbHLH014) ont été identifiés. NCR2 portait un SNP non synonyme dans son ORF, provoquant un codon stop prématuré corrélé avec un NCR élevé; NCR3 était moins exprimé dans les bases de la tige des plantes à haplotype NCR élevé que chez les plantes à haplotype NCR faible. Des mutations dans ces gènes ont été obtenues à l'aide du système CRISPR / Cas9 et le phénotypage des lignées obtenues est en cours. Le QTL qNCR11 à effet mineur pourrait être utile aux sélectionneurs pour produire des variétés de riz avec un NCR augmenté ou diminué pour les différents écosystèmes-cibles, afin de favoriser l'extraction de l'eau dans des conditions de sécheresse. / Rice is one of the most important cereals worldwide. In Vietnam, rice is also known as a key agronomic product for exportation. However, drought stresses threaten rice production with an increasing frequency and for longer periods. Crown roots are a major component of rice root system and play a crucial role in maintaining yield under drought. The number of crown roots (NCR) impacts on root biomass and determines the ability of a plant to acquire soil resources. qNCR11, a QTL for NCR located on chromosome 11, was detected in a previous genome-wide association study using a Vietnamese rice panel. qNCR11 was validated to have a slight effect on NCR by QTL mapping using a biparental population in this study. To determine the genes underlying qNCR11 and governing crown root initiation and development, whole genome sequencing and expression study were performed. Two candidate genes, NCR2 (NBS-LRR) and NCR3 (OsbHLH014) were identified. NCR2 carried a non-synonymous SNP inside its ORF, causing a premature stop-codon that correlates with the high NCR trait; NCR3 was less expressed in stem bases of the high NCR haplotype plants relative to the low NCR haplotype plants. Mutations in these genes were obtained using the CRISPR/Cas9 system and the phenotyping of the obtained lines is on-going. The minor-effect qNCR11 could be useful for breeders to generate rice varieties with increased or decreased NCR for different target agro-systems, in order to enhance water extraction under drought stress.

Resumo: Dentro da comercialização de frutas, a citricultura é a mais importante. Representa para muitos países, dentre eles, os EUA e o Brasil, uma importante atividade econômica. Porém, esta atividade, vem sofrendo com inúmeras doenças e/ou pragas como a doença do Cancro Cítrico Asiático causada pela bactéria Xanthomonas citri subsp. citri (X. citri). Deste modo, com o objetivo do estudo do genoma funcional da X. citri, um banco de mutantes deste microorganismo foi obtido por meio de inserção aleatória do transposon Tn5, nas quais foram selecionados 53 mutantes que apresentaram, de forma superficial, alterações fenotípica em relação à X. citri selvagem. Para uma avaliação mais precisa, eles passaram por uma nova confirmação de suas alterações fenotípicas, onde foram inoculados em folhas de Citrus sinensis (Laranjeira pêra-Rio) e Citrus limonia (limoeiro cravo) e monitorados durante 16 dias, e aqueles que apresentaram as maiores alterações em relação à selvagem, tiveram confeccionadas para si curvas de crescimento in vivo. Conseguiu-se, desta forma, avaliar quantitativamente o processo patogênico, relacionar seus sintomas com dados numéricos e ainda descobrir detalhes até então não conhecidos. O mapeamento, dos respectivos loci mutados, foi realizado por seqüenciamento de DNA a partir do transposon, demonstrando que a metodologia empregada para a obtenção dos mutantes foi eficiente, conseguiu também revelar diversas proteína ainda hipotéticas, e outras, até então, não considerados como implicados no processo patogênico, como, uma Integrase, Fe-S oxidoredutase, Helicase IV, Receptor Dependente de Ton-B, entre outros / Abstract: Concerning the commercialization of fruits, the citrus production is the most important. It represents for many countries, amongst them, U.S.A. and Brazil, an important economic activity. However, this activity has been suffering with many illnesses and/or plagues as the illness from the Asiatic citrus canker caused by the Xanthomonas citri subsp. citri bacterium (X. citri). In this way, from a bank of mutants of X. citri, gotten by means of random insertion of commercial one derived from transposon Tn5, had been selected 53 mutants that had presented, of superficial form, some type of phenotype alteration in relation to the wild X. citri. To a more necessary evaluation, each one of them passed for a new confirmation of its phenotype alterations, where they had been inoculated in leafs of Citrus sinensis ('Pera' sweet orange) and Citrus limonia ('Rangpur' lime) and monitored during 16 days, and those that had presented the biggest alterations in relation to the savage, had confectioned for itself in planta growth curves. We obtain, in such a way, to evaluate quantitatively the pathogenic process, to relate its symptoms with numerical data and still to discover not known details until then. The mapping of respective locus mutated was carried through by sequencing of DNA from transposon, demonstrating that the methodology used for the attainment of the mutants was efficient and still to disclose diverse genes still hypothetical, and others, until then, not considered as implied in the pathogenic process, as, Integrase, Fe-S oxidoredutase, Helicase IV, TonB-dependent receptor, among others / Orientador: Maria Inês Tiraboschi Ferro / Coorientador: Julio Cezar Franco de Oliveira / Banca: Manoel Victor Franco Lemos / Banca: Mariana Carina Frigieri / Mestre

Corynebacterium pseudotuberculosis est une bactérie pathogène intracellulaire facultative, divisée en deux biovars : C. pseudotuberculosis ovis, agent de la lymphadénite caséeuse (petits ruminants), et C. pseudotuberculosis equi, responsable de lymphangites ulcéreuses (chevaux), mammites (bovins) et d’œdèmes cutanés (buffles). La génomique fonctionnelle a pour but d'élucider le rôle que joue chaque gène dans l'organisme, ainsi que l'interaction de ces gènes dans un réseau biologique. Au cours de ce travail de thèse, différentes stratégies protéomiques ont été adoptées pour l’étude fonctionnelle du génome de C. pseudotuberculosis : i) l’analyse du protéome extracellulaire des souches 1002_ovis et C231_ovis a permis la caractérisation totale de 60 protéines différentes de C. pseudotuberculosis dont 18 protéines sont régulées différemment ;ii) le protéome de la souche 1002_ovis été analysé en réponse au stress nitrosant révélant 58 protéines différentiellement régulées et impliquées dans différents processus biologiques susceptibles de favoriser la survie à ce stress ; iii) les souches 1002_ovis et 258_equi ont été utilisées pour induire des infections expérimentales sur modèle souris. L’analyse de leur protéome extracellulaire avant et après passage en série sur souris a permis d’identifier 250 protéines différentiellement régulées touchant diverses fonctions. Pour conclure, ce travail a permis de générer une base de données de protéines et de valider la fonctionnalité de différents gènes jusqu’alors prédits in silico seulement et des informations importantes sur les facteu / Corynebacterium pseudotuberculosis is a facultative intracellular pathogenic bacterium, subdivided into two biovars: C. pseudotuberculosis ovis, agent of caseous lymphadenitis (small ruminants), and C. pseudotuberculosis equi, which causes ulcerative lymphangitis (equines), mastitis (bovines), and oedematous skin disease (buffalos). Functional genomics aims to elucidate the role that each gene plays in organism, as well as the interactions of these genes into a biological network. In this PhD work, various proteomic approaches were used to evaluate the functional genome of C. pseudotuberculosis: i) the analysis of the exoproteome of strains 1002_ovis and C231_ovis enabled the characterization of 60 proteins of C. pseudotuberculosis of which 18 were differentially regulated; ii) the proteome of the strain 1002_ovis was analyzed after a nitrosative stress revealing 58 proteins differentially regulated when compared to the control conditionsThese 58 proteins are involved in different biological processes which may favor the survival of this pathogen under exposition to nitrosative stress; iii) the strains 1002_ovis and 258_equi were used in a murine model of experimental infection. A comparative analysis of their extracellular proteomes before and after passage in mice revealed that 250 proteins ibnvolved in various functions were differentially regulated in C. pseudotuberculosis. Altogether, this PhD work allowed the generation of a protein data base, as well as the validation of several genes previously predicted in silico, and generated information about factors that fa

Proper development of skeletal muscle occurs through a highly complex process where activation and repression of genes are essential. Control of this process is regulated by timely and spatial expression of specific transcription factors (TFs). Six1 and Six4 are homeodomain TFs known to be essential for skeletal muscle development in mice. Using the C2C12 cell line, a model for skeletal muscle differentiation, I used a functional genomics approach, employing siRNA specific to both these TFs, to characterize their role in skeletal myogenesis. To identify the genes that are regulated by both these TFs, gene expression profiling by microarray of cells treated with siRNA against Six1 and/or Six4 was performed. The knock-down of these TFs caused lower expression of markers of terminal differentiation genes in addition to an impairment of myoblast fusion and differentiation. Interestingly, transcript profiling of cells treated with siRNA against myogenin revealed that several of the Six1 and Six4 target genes are also regulated by myogenin. Through a combination of bioinformatic analyses it was also found that specific knock-down of Six4 causes an up-regulation of genes involved in mitosis and the cell cycle. In summary, these results show that Six1 and Six4 can both independently regulate different genes, but can also cooperate together with other TFs where they play an important role in the proper regulation of skeletal myogenesis.

Controlar a proliferação celular de tumores é um objetivo que vem sendo perseguido há décadas, com moderado sucesso na maioria dos casos. Dentre os diversos tipos de tumores que atingem a humanidade, alguns gliomas são considerados os mais fatais, por haver pouca ou nenhuma alternativa de tratamento efetivo. Agentes que apresentam propriedades anti-tumorais, como glicocorticóides (GC) e a forma all-trans do ácido retinóico (ATRA) são utilizados como adjuvantes no tratamento de alguns tipos de glioma. Entretanto, apesar de serem moléculas bastante conhecidas, pouco se sabe sobre seu mecanismo de ação como anti-tumoral. Para endereçar este problema, nosso laboratório se propôs a isolar e caracterizar genes regulados por estes agentes, utilizando modelos celulares, como as linhagens C6 e ST1 de glioma de rato, e as linhagens T98G e A172 de glioma humano. A linhagem C6 apresenta características de células transformadas e tumorais em cultura, e responde a GC, ou ATRA, com inibição de crescimento e achatamento celular. A linhagem ST1, variante derivado da C6, é hiper-responsiva ao tratamento com GC e, aparentemente, mais responsiva ao tratamento com ATRA, passando por um processo de completa reversão fenotípica tumoral-normal, devido ao expressivo aumento do tempo de dobramento, diminuição da densidade de saturação, recuperação da dependência de fatores de crescimento presentes no soro fetal bovino e da dependência de ancoragem para proliferação e perda do potencial tumorigênico, além de sofrer alterações morfológicas, como um maior achatamento celular e reorganização em feixes paralelos, que a aproximam do fenótipo normal. No presente trabalho buscou-se alterações moleculares induzidas por ATRA em células ST1, para melhor compreender a cascata de eventos desencadeada por ação deste fármaco. Em paralelo foram realizados estudos da ação de ATRA sobre as células T98G, buscando-se correlacionar os dados obtidos em modelo celular murino com modelos humanos. Para tanto, duas metodologias de estudo foram aplicadas: a) análise proteômica através de eletroforese bidimensional de proteínas (2D-PAGE), acoplada à espectrometria de massa (MALDI-TOF), para gerar perfis de expressão protéica na ausência e na presença de ATRA, permitindo comparação e identificação de proteínas moduladas no processo; b) construção de vetores plasmideais e retrovirais para super-expressar ou bloquear a expressão de um inibidor de serina protease de rato (serpinb6), descrito previamente no laboratório como estando potencialmente envolvido no processo de reversão fenotípica de ST1 induzido por ATRA. A abordagem proteômica permitiu a identificação de sete proteínas potencialmente reguladas por ATRA no modelo celular ST1, como as proteínas envolvidas em proliferação celular (c-Fos e SCGF), as proteínas de citoesqueleto (actina e tubulina), as proteínas envolvidas em estresse celular (GRP78 e Hsc70) e a proteína TCTP, classicamente reprimida em processos de reversão do fenótipo tumoral. O uso de construções plasmideais e retrovirais permitiu a obtenção de populações celulares que super-expressam serpinb6 e a análise de fenótipo destas células indicou que serpinb6 também pode ter função citoprotetora em células ST1, o que a coloca junto com as proteínas GRP78 e Hsc70 identificadas, evidenciando a importância desta classe de proteínas no processo estudado. / Control of tumor cell proliferation is an objective that has been pursued for decades, with modest or no success in the majority of the cases. Among the several kinds of tumors that develop in humans, some gliomas are considered the most fatal, due to the lack of alternatives for effective treatment. Anti-tumor agents, such as glucocorticoids (GC) or all-trans retinoic acid (ATRA) are used in combination with other drugs in some glioma cases. However, besides being very known molecules, their anti-tumor mechanism is not completely understood. In order to address this problem, our laboratory decided to isolate and characterize genes regulated by these agents, using cellular models, such as the C6 and ST1 rat glioma cell lines and the T98G and A172 human glioma models. The C6 cell line is fully transformed and tumoral in culture and responds to GC or ATRA treatment, showing growth inhibition and cell flattening. The ST1 variant is hyper-responsive to the treatment with GC and, apparently, more responsive to the treatment with ATRA, when compared to C6. Upon treatment with these agents, it undergoes a complete tumoral to normal phenotypic reversion, characterized by an increase in doubling time, decrease of saturation density in culture, recovery of dependence of serum factors for proliferation and anchorage for colony formation, besides inhability to form tumors in nude mice and morphological changes. Here we present the efforts undertaken towards better understanding of the molecular changes induced by ATRA in ST1 cells. Aiming at the correlation of the data obtained from a rat model with human models, all the studies were performed in parallel with the T98G human glioma cell model. To this end, two study methodologies were applied: a) proteomic analysis through bidimensional electrophoresis coupled to MALDI-TOF identification, to generate protein expression profiles in the presence and absence of ATRA, allowing comparison and identification of proteins modulated in the process; b) construction of plasmid and retroviral vectors to overexpress or block the expression of a serine protease inhibitor (serpinb6), previously described in the laboratory as being potentially involved in the process of tumoral to normal phenotypic reversion promoted by ATRA in ST1. The proteomics approach allowed the identification of seven proteins potentially regulated by ATRA in ST1, such as the proteins involved in cell proliferation (c-Fos and SCGF), cytoskeleton organization (actin and tubulin), cellular stress (GRP78 and Hsc70) and the tumor related protein TCTP, classically repressed in tumoral to normal reversions, and related to the three groups of proteins mentioned above. By using plasmid and retroviral vectors it was possible to obtain recombinant cell populations over-expressing serpinb6. The phenotype analysis of these populations indicated that serpinb6 can also have cell protection effects in ST1, which would classify it together with GRP78 and Hsc70 as an anti-stress protein highlighting the importance of this protein class in the process studied.