More than a decade after the completion of the human genome project, the function of a large number of genes remains to be elucidated. Forward and reverse genetic approaches have proven to be powerful tools to study gene function and have provided insights into fundamental biological processes. Furthermore, functional genetic screening can lead to a better understanding of the action of endogenous and exogenous stimuli such as hormones or drugs on biological systems. Thus far, systematic and unbiased studies have largely been limited to model organisms. However, complex disease-relevant genotypes and phenotypes cannot be studied in entirety in lower organisms creating a need for systematic approaches in human cells. This thesis describes a series of studies using forward and reverse genetic approaches combined with state-of-the-art technology in haploid human cells. The first chapter describes the development of a quantitative phenotypic read-out using a novel application of RNA-sequencing that allows the functional annotation of genes in signalling pathways. The presented data demonstrate that the employed shallow RNA-sequencing method is scalable and suitable as a read-out for reverse genetic screening. The second chapter focuses on the implementation of this method in a large reverse genetic study in human cells to functionally annotate tyrosine kinases in signalling pathways upon stimulation with a set of ten polypeptides and small molecules. The screens revealed known and unexpected interactions between different signalling molecules and pathways, validating the technical approach in a biological context. The third chapter presents a pilot study describing the set-up of a forward genetic technique for compound mode-of-action screening using a pooled human mutant cell line collection. The chemical genetic approach displayed sufficient sensitivity and allowed to monitor thousands of gene-drug interactions simultaneously. Together, this thesis combines elements to advance technological and biological aspects of functional genomics and chemical genetics.

The human genome is highly heterogeneous in its GC composition. How codon usage affects translation rates has been extensively studied and exploited to increase protein expression. Although effects on virtually all other steps in gene expression have been reported as well, so far no systematic approach has been taken to quantitatively measure the contribution of each to overall protein levels in human cells. Here, I utilise a library of several hundred synonymous variants of the Green fluorescent protein (GFP) to characterise the influence of codon usage on gene expression in human cells. In an initial small-scale screen, I show that protein levels are largely correlated with codon-usage and particularly GC-content. Additionally, I demonstrate that these changes can already be seen on the RNA level, confirming more broadly previously published data from our lab (Kudla et al., 2006). In order to assess the consequences of randomised codon usage on a larger scale, I established and validated a high-throughput approach for the phenotypic profiling of reporter genes. Using a pool of cells stably expressing >200 GFP variants, I measured multiple parameters simultaneously, such as protein levels, translational state, RNA levels, stability and export. Data from these experiments confirm a strong relationship between GC-content, protein levels, as well as RNA export, reproducibly in two cell lines. Low expression of especially GC-poor variants could not be rescued by splicing, but increased nuclear-to-cytoplasmic RNA ratio, suggesting further mechanisms important for efficient gene expression. These effects are even more pronounced when the distribution of GC is spread evenly along the coding sequence. Interestingly, our data also suggests that high GC within the first 200nt is more predictive of efficient gene expression, contrasting studies performed on bacteria, in which strong secondary folding near the ribosomal binding site was shown to be non-permissive for translation (Kudla et al., 2009). By relating experimentally derived parameters to sequence features known to inhibit expression, I demonstrate that cryptic splicing is a major factor leading to decreased levels of particularly GC-poor GFP variants. An attempt to quantitatively assess the relative contribution of several sequence features (e.g. tAI, GC3, CpG) using multiple regression analysis lead to inconclusive results, leaving the requirement for the exploration of alternative approaches in order to dissect the role of individual parameters, as well as to identify novel determinants of gene expression.

A epigenética aborda o controle da expressão gênica através de diversos fatores que agem sob a cromatina, os melhor estudados são a metilação do DNA e a acetilação em histonas, relacionadas à repressão e ativação gênica, respectivamente. Em mamíferos, existem dois fenômenos epigenéticos interessantes: a inativação do cromossomo X (ICX) em fêmeas, que garante o equilíbrio transcricional gênico entre os sexos, e o imprinting genômico, caracterizado pela expressão monoalélica dependente da origem parental. No presente estudo, propusemos verificar a manutenção do controle epigenético em células humanas normais e transformadas em condições semelhantes de hipometilação do DNA e hiperacetilação em histonas (após uso das drogas 5-aza-2-\'deoxicitidina (5-aza-dC) e ácido valproico, respectivamente), através do monitoramento da expressão alelo-específica pelo uso de polimorfismos de única base presentes em regiões codificadoras. Em células normais houve manutenção da ICX e do imprinting genômico, enquanto que em células transformadas hipometiladas foram observadas indução de XIST, e perda de imprinting dos genes IGF2, H19 e PEG10. Observamos que ambas as drogas podem diminuir a expressão de DNMT1, e 5-aza-dC altera o equilíbrio entre acetilação e desacetilação da histona H4. Ainda, a ordem de adição dos reagentes ocasionou diferenças no nível de acetilação da histona H4 e na expressão gênica de XIST e PEG10. Nossos dados sugerem que: células humanas normais apresentam maior estabilidade do controle epigenético comparadas às células humanas transformadas, genes submetidos à ICX e \"imprintados\" não apresentam diferenças na rigidez do controle de expressão, e a cascata de reação seguida após perturbação de marcas epigenéticas pode ser alterada dependendo da modificação inicial. / Epigenetics refers to mechanisms related to gene activity through conformational modifications in DNA without changes in the nucleotide sequence. Key players in the epigenetic control are DNA methylation and histone acetylation, which are related to gene activation and repression, respectively. Two striking epigenetic phenomena in mammalians are X chromosome inactivation (XCI) and genomic imprinting. XCI triggers the transcriptional silencing of all but one X chromosome in each female cell, while genomic imprinting is a process that leads to mono-allelic gene expression based on parental origin. In the present study, we intended to verify the maintenance of epigenetic control in normal and transformed human cells under the same conditions of epigenetic disturbance. For this purpose, 5-aza-2\'-deoxycytidine (5-aza-dC) and valproic acid (VPA) were used to cause DNA hypomethylation and histone hyperacetylation, respectively. By monitoring allelic-specific expression using single nucleotide polymorphisms present in coding regions, we were able to check the effects of the modifications in the expression pattern of imprinted or subjected to XCI genes. While in female normal cells XCI and genomic imprinting were not affected by VPA or 5-aza-dC treatments, transformed male cells showed XIST activation and loss of imprinting of PEG10, IGF2 and H19 genes in the hypomethylation scenario. In addition, both drugs can decrease the expression of DNMT1, and 5-aza-dC alters the balance between acetylation and deacethylation of histone H4. Furthermore, we could see different degrees of histone H4 acetylation levels and of XIST and PEG10 expression, depending on which of the drugs was added first. Our data suggest that the epigenetic control in normal human cells is more stable when compared to transformed human cells. In addition, both XCI and genomic imprinting are epigenetic features equally hard to disturb. Finally, depending on the initial epigenetic modification (global demethylation or acethylation), it will induce different epigenetic control networks, with consequence to the final status of gene expression.

Conselho Nacional de Desenvolvimento CientÃfico e TecnolÃgico / As propriedades mecÃnicas de cÃlulas vivas possuem um papel crucial no bom desempenho de suas funÃÃes fisiolÃgicas. PorÃm, nosso conhecimento nesse assunto ainda à limitado. NÃo à totalmente compreendido como uma cÃlula responde, estrutural e mecanicamente, a uma tensÃo externa ou como a elasticidade das cÃlulas altera-se em organismos doentes em comparaÃÃo a organismos sadios. Recentemente, a biomecÃnica de cÃlulas do cÃncer (em particular, a elasticidade ou rigidez) tem sido apontada como um fator importante que està relacionado à funÃÃo, adesÃo, motilidade, transformaÃÃo e invasÃo da cÃlula neoplÃsica. Estudos in vivo mostram que transformaÃÃes cancerosas introduzem alteraÃÃes significativas na estrutura e comportamento celular. Essas diferenÃas tambÃm podem causar alteraÃÃes nas propriedades mecÃnicas, geralmente levando a uma maior deformabilidade da cÃlula. A quantificaÃÃo da alteraÃÃo de elasticidade, utilizando ensaios mecÃnicos em conjunto com um exame microscÃpico, pode tornar-se um poderoso diagnÃstico do cÃncer e abrir caminhos para novos tratamentos. Neste contexto, a Microscopia de ForÃa AtÃmica (AFM) se apresenta como uma ferramenta ideal para a investigaÃÃo de cÃlulas por sua alta resoluÃÃo, capacidade de nano-manipulaÃÃo de superfÃcies, possibilidade de trabalhar em meios lÃquidos e por ser uma tÃcnica nÃo destrutiva. Neste trabalho, propÃe-se a investigaÃÃo da resposta mecÃnica de cÃlulas cancerÃgenas (linhagens A-498 e ACHN), comparando-se com cÃlulas normais (RC-124), utilizando-se um MicroscÃpio de ForÃa AtÃmica e seus componentes como ferramentas de caracterizaÃÃo morfolÃgica de alta resoluÃÃo e caracterizaÃÃo das propriedades mecÃnicas dessas cÃlulas. Utilizando a sonda de AFM como nano-indentador e a partir dos dados de forÃa obtidos pelo microscÃpio, analisados por meio de modelos teÃricos adequados, temos por objetivo obter valores qualitativos e quantitativos da resposta elÃstica dessas cÃlulas. / The mechanical properties of living cells have a crucial role in the accomplishment of their physiological functions. However, our knowledge on this subject is still limited. Is not fully understood how a cell responds structurally and mechanically to an external pressure or as the elasticity of cells is altered in diseased organisms compared to healthy ones. Recently, the biomechanics of cancer cells, in particular the elasticity or stiffness, has been identified as an important factor that is related to function, adhesion, motility, invasion and transformation of the neoplastic cells. Studies in vivo show that cancerous transformations introduce significant changes in the structure and behavior of cells. These differences can cause changes in mechanical properties, often leading to greater cell deformability. Quantifying the change of elasticity using mechanical tests in conjunction with a microscopic examination, can become a powerful method for the diagnosis of cancer, and open new routes for treatments. In this context, Atomic Force Microscopy (AFM) is presented as an ideal tool for cell research due to its high resolution capability for surface nano-manipulation, ability to work in fluids and for being a noninvasive and nondestructive technique. This study investigates the mechanical response of cancer cells (lines A-498 and ACHN), compared to normal cells (RC-124). Using an AFM and its components as a morphological tool of high resolution characterization and characterization of the cells mechanical properties using the AFM probe as a nano-indenter, and from the strength data obtained by the microscope, and appropriate theoretical models to interpret these data to obtain qualitative and quantitative values of the elastic response these cells.

O Fator VII recombinante (FVIIr) tem sido a principal escolha terapêutica dos pacientes hemofílicos que desenvolvem inibidores contra os fatores VIII e IX utilizados como tratamento. Atualmente, o produto utilizado é produzido em células de camundongo (BHK-21), o qual oferece desvantagens considerando a complexidade das modificações pós-traducionais desta proteína e a inserção de glicosilações de origem murina altamente imunogênicas aos seres humanos. Dessa maneira a produção de proteínas para uso terapêutico em linhagens celulares humanas surge como uma alternativa promissora. Dentro desse contexto, o objetivo principal deste trabalho foi clonar e expressar o FVII de coagulação sanguínea em 3 linhagens celulares humanas (HepG2, Sk-Hep, HKB-11), compará-las com a linhagem murina BKH-21, e selecionar a melhor produtora da proteína recombinante. As células foram modificadas com o vetor lentiviral p1054-CIGWS, contendo os genes do FVII e do marcador GFP. Após a modificação das células foi observada uma eficiência de transdução de 80% nas células BHK-21-FVIIr, 73% nas células HepG2-FVIIr, 32% nas células HKB-11-FVIIr e 95% Sk-Hep-FVIIr. Análises da expressão gênica por PCR em Tempo Real mostraram que as três linhagens humanas modificadas apresentaram expressão do RNAm relativo ao FVIIr, sendo que a linhagem celular HepG2 foi a que teve maior expressão de FVIIr, seguida da Sk-Hep-1 e HKB-11. Quando submetidas ao tratamento com vitamina K por um período de 10 dias em cultura, a expressão do gene FVIIr foi semelhante para as três linhagens (HepG2: 164563 URE, HKB-11: 119122 URE e Sk-Hep: 124919 URE). O FVII é uma proteína que para sua ativação, possui como principal modificação pós traducional a -carboxilação vitamina K dependente, que ocorre por meio do ciclo da vitamina K com a participação de 3 enzimas, -carboxilase, VKORC1 e calumenina (inibidor). A expressão gênica dessas enzimas foi avaliada antes e após o tratamento com a vitamina K. Foi possível observar que houve um aumento nos níveis de RNAm nas células humanas tratadas com vitamina K, sugerindo que esta é capaz de ativar as enzimas do ciclo da -carboxilação. A cinética de crescimento celular em garrafas estáticas mostrou que a as células murinas BHK-21 modificadas possuem uma velocidade específica de crescimento 25% mais elevada que das células humanas. Contudo a cinética de produção das linhagens recombinantes mostrou que as células humanas produzem cerca de 3 vezes mais FVIIr do as células BHK-21. Devida a baixa produção de FVIIr na linhagem celular murina, e ao fato de que a linhagem humana HepG2 apresenta um perfil de crescimento extremamente lento, as linhagens recombinantes Sk-Hep-1-FVIIr e HKB-11-FVIIr foram selecionadas para ensaios de cultivo em suspensão utilizando microcarregadores em frascos spinners. Ao longo de 10 dias de cultivo as células HKB-11-FVIIr mostraram uma produção acumulada de 152 g de FVIIr, o que corresponde a 304 UI. As células Sk-Hep-1-FVIIr produziram cerca de 202,6 g de FVIIr, o que corresponde a 405,2 UI. Em suma, nossos dados comprovam que as linhagens celulares humanas são eficazes para a produção de fator VII recombinante, uma vez que, utilizando nosso modelo de produção, estas mostraram-se melhores do que a de células murinas (BHK-21) utilizadas pela indústria. Assim, estas linhagens celulares humanas podem ser usadas como uma nova plataforma para a produção de FVII, bem como para outras proteínas recombinantes, de maneira mais segura e com menor risco de desenvolvimento de anticorpos inibidores / Recombinant factor VII (FVIIr) has been the main therapeutic choice for hemophilic patients who develop inhibitors antibidies to conventional treatments (FVIII and FIX). Currently, the comercial product is produced in murine cells (BHK-21) which gives disadvantages considering the complexity of post-translational modifications of these proteins. The insertion of murine residues can be highly immunogenic in humans. Thus the production of proteins for therapeutic use in human cell lines appears as a promising alternative. In this context, the aim of this study was to clone and express the blood coagulation FVII in 3 human cell lines (HepG2, Sk-Hep-1, HKB-11) and select the best cell line for production of recombinant protein. The cells were modified with the lentiviral vector p1054-CIGWS containing the FVII gene and GFP gene marker. After cells modification we observed efficiency of transduction, in which 80% of BHK-21-FVIIr cells showed GFP expression, 73% of HepG2-FVIIr cells, 32% of HKB-11-FVIIr cells and 95% SK- Hep-FVIIr. Gene expression analysis by real-time PCR showed that the three modified human cell lines exhibited RNAm expression relative to FVIIr. When cells were treated with 5 ug/mL vitamin K in culture, the gene expression of FVIIr was similar in the three cell lines (HepG2: 164 563 URE, HKB-11: 119122 and SK-Hep URE: 124919 URE). For FVII activation, the main post translational modification is -carboxylation vitamin-K-dependent which envolves three enzymes, -carboxylase, VKORC1 and calumenina (inhibitor) . Gene expression of these enzymes was evaluated before and after treatment with vitamin K. It was observed that there was an increase in mRNA levels in human cells treated with vitamin K, suggesting that the treatment is capable of activating the enzymes of the vitamin K cycle. Cell growth kinetics showed that modified murine cells BHK-21 have a higher specific growth rate, around 25% more than human cells. However the kinetics of production of recombinant cell lines showed that human cells expressing rFVII 3-fold more rFVII than BHK-21 cells. Due the low rFVII production of murine cells, and the extremely slow growth profile of human cell line HepG2, the recombinant cell lines Sk-Hep-1-rFVII and HKB-11-rFVII have been selected for cultivation tests in suspension using microcarriers in spinners flasks. Over 10 days of cultivation the HKB-11 cells showed a cumulative production of rFVII 152 ug, corresponding to 304 IU and SK-Hep-1 cells showed a rFVII production of 202.6 ug, corresponding to 405.2 IU. In summary, our data demonstrate that human cell lines are effective for producing recombinant factor VII. Using our production model, human cells were better than murine cells (BHK-21) used by the industry. Thus, these human cell lines can be used as a new platform for the FVII production, as well as for other recombinant proteins, with less risk of developing inhibitor antibodies

ADP-ribose polymer metabolism has been studied in human cells derived from a patient with Glutamyl Ribose Phosphate Storage Disease (GRPSD) and in mouse C3H1OT1/2 cells following oxidative stress induced by hydrogen peroxide (H202 ). It has been postulated that GRPSD resulted from an abnormality in ADP-ribose polymer metabolism. This study has shown that these cells exhibit reduced poly(ADP ribose) polymerase activity which is proposed to result from modification of the enzyme with ribose phosphate groups. The modification in the polymerase is proposed to be secondary to a defect in either ADP-ribosyl proteinlyase or an overproduction of a cellular phosphodiesterase. The metabolism of ADP-ribose polymers was rapidly altered by H202 and there were independent effects on adenine nucleotide pools. The results suggest that ADP-ribose polymer metabolism is involved in cellular defenses to oxidative stress.

Bacteria typically adhere to various cell surfaces present in the human body to colonise or invade human tissues. Staphylococcus aureus (S. aureus) can express the fibronectin-binding proteins A and B (FnBP-A, FnBP-B) that can facilitate the binding of multiple copies of fibronectin (Fn). In addition, Fn bound to the bacterium trigger activation of α5β1 integrins found on the cells and facilitate invasion of human cells. Although the invasion mechanisms regarding signalling pathways and overall host cell interactions have been defined, the quantitative relationship between the mediators of invasion and the temporal kinetics has not yet been elucidated. In this thesis, newly developed microscopy-based methods have been used to quantify the interactions between H1299 cells and S. aureus at various Fn concentrations. After an approximate Fn concentration of 15 μg/ml, the S. aureus bacteria strains become saturated both for the wildtype and the negative control strains. Additionally, using the step-by-step protocol developed during this study, adhesion of the wildtype strain of S. aureus with 15 μg/ml Fn is occurring on the H1299 cells. Although adjustments to the protocol are needed, this adhesion mechanism will lead to an internalisation of the S. aureus strains to the H1299 cells.

No abstract provided. / Thesis / Doctor of Philosophy (PhD) / Scope and contents: Seven adenoviruses, including oncogenic and nononcogenic serotypes from human and simian hosts, were utilized to investigate their effects upon the chromosomes of human and Syrian hamster cells. Human cells support adenovirus multiplication while hamster cells do not support replication of infectious adenovirus. The chromosome damage induced by adenoviruses in abortive infection of hamster cells was compared with respect to the effect of virus dose upon the incidence and the types of chromosome aberrations. The effect of different adenoviruses upon the amount and types of chromosome damage was also examined. The effect of adenovirus infection upon DNA synthesis of human and hamster cells was examined, and the relevance of adenovirus-induced chromosome aberrations to the etiology of human cancers is discussed.

Este trabalho desenvolve uma metodologia para a automação da análise morfológica de imagens de cromossomos humanos irradiados no reator nuclear IEA-R1 (localizado no Instituto de Pesquisas Energéticas e Nucleares, IPEN, em São Paulo, Brasil) e, portanto, sujeitos a aberrações morfológicas. Esta metodologia se propõe a auxiliar na identificação, caracterização e classificação de cromossomos pelo profissional citogeneticista. O desenvolvimento da metodologia inclui a elaboração de um aplicativo baseado em técnicas de inteligência artificial utilizando Lógica Fuzzy e técnicas de processamento de imagens. O aplicativo desenvolvido foi denominado de CHRIMAN e é composto de módulos que contêm etapas metodológicas que suprem aspectos importantes para a obtenção de uma análise automatizada. A primeira etapa é a padronização dos procedimentos de aquisição das imagens digitais bidimensionais de metáfases através do acoplamento de uma câmera fotográfica digital comercial comum à ocular do microscópio utilizado na análise metafásica convencional. A segunda etapa é relativa ao tratamento das imagens obtidas através da aplicação de filtros digitais, armazenamento e organização das informações tanto do conteúdo da imagem em si, como das características extraídas e selecionadas, para posterior utilização nos algoritmos de reconhecimento de padrões. A terceira etapa consiste na utilização do banco de imagens digitalizadas e informações extraídas e armazenadas para a identificação dos cromossomos, sua caracterização, contagem e posterior classificação. O acerto no reconhecimento das imagens cromossômicas é de 93,9%. Esta classificação é baseada nos padrões encontrados classicamente em Buckton [1973], e possibilita o auxílio ao geneticista no procedimento de análise dos cromossomos com diminuição do tempo de análise e criando condições para a inclusão deste método num sistema mais amplo de avaliação de danos causados às células pela exposição à radiação ionizante. / This work has implemented a methodology for automation of images analysis of chromosomes of human cells irradiated at IEA-R1 nuclear reactor (located at IPEN, São Paulo, Brazil), and therefore subject to morphological aberrations. This methodology intends to be a tool for helping cytogeneticists on identification, characterization and classification of chromosomal metaphasic analysis. The methodology development has included the creation of a software application based on artificial intelligence techniques using Fuzzy Logic combined with image processing techniques. The developed application was named CHRIMAN and is composed of modules that contain the methodological steps which are important requirements in order to achieve an automated analysis. The first step is the standardization of the bi-dimensional digital image acquisition procedure through coupling a simple digital camera to the ocular of the conventional metaphasic analysis microscope. Second step is related to the image treatment achieved through digital filters application; storing and organization of information obtained both from image content itself, and from selected extracted features, for further use on pattern recognition algorithms. The third step consists on characterizing, counting and classification of stored digital images and extracted features information. The accuracy in the recognition of chromosome images is 93.9%. This classification is based on classical standards obtained at Buckton [1973], and enables support to geneticist on chromosomic analysis procedure, decreasing analysis time, and creating conditions to include this method on a broader evaluation system on human cell damage due to ionizing radiation exposure.

Este trabalho desenvolve uma metodologia para a automação da análise morfológica de imagens de cromossomos humanos irradiados no reator nuclear IEA-R1 (localizado no Instituto de Pesquisas Energéticas e Nucleares, IPEN, em São Paulo, Brasil) e, portanto, sujeitos a aberrações morfológicas. Esta metodologia se propõe a auxiliar na identificação, caracterização e classificação de cromossomos pelo profissional citogeneticista. O desenvolvimento da metodologia inclui a elaboração de um aplicativo baseado em técnicas de inteligência artificial utilizando Lógica Fuzzy e técnicas de processamento de imagens. O aplicativo desenvolvido foi denominado de CHRIMAN e é composto de módulos que contêm etapas metodológicas que suprem aspectos importantes para a obtenção de uma análise automatizada. A primeira etapa é a padronização dos procedimentos de aquisição das imagens digitais bidimensionais de metáfases através do acoplamento de uma câmera fotográfica digital comercial comum à ocular do microscópio utilizado na análise metafásica convencional. A segunda etapa é relativa ao tratamento das imagens obtidas através da aplicação de filtros digitais, armazenamento e organização das informações tanto do conteúdo da imagem em si, como das características extraídas e selecionadas, para posterior utilização nos algoritmos de reconhecimento de padrões. A terceira etapa consiste na utilização do banco de imagens digitalizadas e informações extraídas e armazenadas para a identificação dos cromossomos, sua caracterização, contagem e posterior classificação. O acerto no reconhecimento das imagens cromossômicas é de 93,9%. Esta classificação é baseada nos padrões encontrados classicamente em Buckton [1973], e possibilita o auxílio ao geneticista no procedimento de análise dos cromossomos com diminuição do tempo de análise e criando condições para a inclusão deste método num sistema mais amplo de avaliação de danos causados às células pela exposição à radiação ionizante. / This work has implemented a methodology for automation of images analysis of chromosomes of human cells irradiated at IEA-R1 nuclear reactor (located at IPEN, São Paulo, Brazil), and therefore subject to morphological aberrations. This methodology intends to be a tool for helping cytogeneticists on identification, characterization and classification of chromosomal metaphasic analysis. The methodology development has included the creation of a software application based on artificial intelligence techniques using Fuzzy Logic combined with image processing techniques. The developed application was named CHRIMAN and is composed of modules that contain the methodological steps which are important requirements in order to achieve an automated analysis. The first step is the standardization of the bi-dimensional digital image acquisition procedure through coupling a simple digital camera to the ocular of the conventional metaphasic analysis microscope. Second step is related to the image treatment achieved through digital filters application; storing and organization of information obtained both from image content itself, and from selected extracted features, for further use on pattern recognition algorithms. The third step consists on characterizing, counting and classification of stored digital images and extracted features information. The accuracy in the recognition of chromosome images is 93.9%. This classification is based on classical standards obtained at Buckton [1973], and enables support to geneticist on chromosomic analysis procedure, decreasing analysis time, and creating conditions to include this method on a broader evaluation system on human cell damage due to ionizing radiation exposure.