O presente trabalho é resultado da colaboração de pesquisadores do Centro de Engenharia Nuclear (CEN) e de pesquisadores do Centro de Biotecnologia (CB), ambos pertencentes ao IPEN, para o desenvolvimento de uma metodologia que visa auxiliar os profissionais citogeneticistas fornecendo uma ferramenta que automatize parte da rotina necessária para a avaliação qualitativa e quantitativa de danos biológicos em termos de aberração cromossômica. A técnica citogenética, sobre a qual esta ferramenta é desenvolvida, é a técnica de aberrações cromossômicas. Nela, são realizadas preparações citológicas de linfócitos de sangue periférico para que metáfases sejam analisadas e fotografadas ao microscópio e, com base na morfologia dos cromossomos, anomalias sejam investigadas. Quando esta tarefa é realizada manualmente, os cromossomos são analisados visualmente um a um pelo profissional citogeneticista, logo, trata-se de um processo minucioso em virtude da variação geral na aparência do cromossomo, do seu tamanho pequeno e do grande número de cromossomos por célula. Para um diagnóstico confiável, é necessário que várias células sejam analisadas, tornando-se uma tarefa repetitiva e demorada. Neste contexto, foi proposto o uso dos mapas auto-organizáveis para o reconhecimento automático de padrões morfológicos referentes às imagens de cromossomos humanos. Para isso, foi desenvolvido um método de extração de características por meio do qual é possível classificar os cromossomos em: dicêntricos, anéis, acrocêntricos, submetacêntricos e metacêntricos, com acerto de 93,4 % em relação ao diagnóstico dado por um profissional citogeneticista. / This work is a joint collaboration between Nuclear Energy Research Institute (IPEN), Nuclear Engineering Center and Biotechnology Center to develop a methodology aiming to assist cytogenetic professionals by providing a tool to automate part of the required routine to perform qualitative and quantitative evaluation of biological damage in terms of chromosomal aberration. The cytogenetic technique upon which this tool was developed, is the chromosome aberrations technique, in which cytological preparations of peripheral blood lymphocyte metaphases are performed to be analyzed and photographed under a microscope in order to investigating chromosomal aberration. Performed manually, the chromosomes are analyzed visually one by one by a cytogenetic professional, so it is a painstaking process due to the great deal of variation in the appearance of each chromosome, their small sizes and not to mention the high density of chromosomes per cell. In order to obtain a reliable diagnosis it is necessary that many cells be analyzed, which makes this a repetitive and time consuming process. In this context, the use of self-organizing maps for the automatic recognition of patterns relating to morphological pictures of human chromosomes has been proposed. For this, we developed a feature extraction method by which is possible to classify chromosomes in: dicentrics, ring-shaped, acrocentric, submetacentric and metacentric with 93.4% accuracy compared to diagnostic given by a professional cytogeneticist.

O presente trabalho é resultado da colaboração de pesquisadores do Centro de Engenharia Nuclear (CEN) e de pesquisadores do Centro de Biotecnologia (CB), ambos pertencentes ao IPEN, para o desenvolvimento de uma metodologia que visa auxiliar os profissionais citogeneticistas fornecendo uma ferramenta que automatize parte da rotina necessária para a avaliação qualitativa e quantitativa de danos biológicos em termos de aberração cromossômica. A técnica citogenética, sobre a qual esta ferramenta é desenvolvida, é a técnica de aberrações cromossômicas. Nela, são realizadas preparações citológicas de linfócitos de sangue periférico para que metáfases sejam analisadas e fotografadas ao microscópio e, com base na morfologia dos cromossomos, anomalias sejam investigadas. Quando esta tarefa é realizada manualmente, os cromossomos são analisados visualmente um a um pelo profissional citogeneticista, logo, trata-se de um processo minucioso em virtude da variação geral na aparência do cromossomo, do seu tamanho pequeno e do grande número de cromossomos por célula. Para um diagnóstico confiável, é necessário que várias células sejam analisadas, tornando-se uma tarefa repetitiva e demorada. Neste contexto, foi proposto o uso dos mapas auto-organizáveis para o reconhecimento automático de padrões morfológicos referentes às imagens de cromossomos humanos. Para isso, foi desenvolvido um método de extração de características por meio do qual é possível classificar os cromossomos em: dicêntricos, anéis, acrocêntricos, submetacêntricos e metacêntricos, com acerto de 93,4 % em relação ao diagnóstico dado por um profissional citogeneticista. / This work is a joint collaboration between Nuclear Energy Research Institute (IPEN), Nuclear Engineering Center and Biotechnology Center to develop a methodology aiming to assist cytogenetic professionals by providing a tool to automate part of the required routine to perform qualitative and quantitative evaluation of biological damage in terms of chromosomal aberration. The cytogenetic technique upon which this tool was developed, is the chromosome aberrations technique, in which cytological preparations of peripheral blood lymphocyte metaphases are performed to be analyzed and photographed under a microscope in order to investigating chromosomal aberration. Performed manually, the chromosomes are analyzed visually one by one by a cytogenetic professional, so it is a painstaking process due to the great deal of variation in the appearance of each chromosome, their small sizes and not to mention the high density of chromosomes per cell. In order to obtain a reliable diagnosis it is necessary that many cells be analyzed, which makes this a repetitive and time consuming process. In this context, the use of self-organizing maps for the automatic recognition of patterns relating to morphological pictures of human chromosomes has been proposed. For this, we developed a feature extraction method by which is possible to classify chromosomes in: dicentrics, ring-shaped, acrocentric, submetacentric and metacentric with 93.4% accuracy compared to diagnostic given by a professional cytogeneticist.

Made available in DSpace on 2014-06-11T19:32:14Z (GMT). No. of bitstreams: 0 Previous issue date: 2009-02-20Bitstream added on 2014-06-13T20:23:16Z : No. of bitstreams: 1 maschio_lr_dr_sjrp.pdf: 1208225 bytes, checksum: 581a26de1a4603e41d2d07020f15f18d (MD5) / Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) / Fundação para o Desenvolvimento da UNESP (FUNDUNESP) / Devido às crescentes expansões demográficas e industriais observadas nas últimas décadas, o meio ambiente tem recebido uma carga significativamente crescente de efluentes domésticos, industriais e agrícolas, causando impactos severos nos ecossistemas e um potencial comprometimento à saúde humana. Dentre os efluentes domésticos, podemos citar uma gama de poluentes, tais como químicos de diversas categorias, além de contaminações por agentes biológicos diversos. Já os efluentes industriais contêm poluentes orgânicos e/ou inorgânicos, dependendo da atividade industrial. Baseando-se nestes dados, este trabalho teve como objetivo investigar, por meio de ensaios biológicos com dois organismos-teste, a possível presença de contaminantes com potencial citotóxico, genotóxico e mutagênico, que são despejados ao longo do rio Preto, inclusive na Represa Municipal de São José do Rio Preto. O material biológico utilizado neste estudo constituiu-se de sementes de Allium cepa (cebola) e peixes da espécie Oreochromis niloticus (Tilápia). Coletas de águas foram realizadas, sazonalmente, nos meses de agosto de 2006 e 2007 (estação seca) e março de 2007 e 2008 (estação chuvosa), em seis pontos distintos: Ponto 1 (P1), 8 km antes do represamento; Ponto 2 (P2), 1 km antes do represamento; Ponto 3 (P3), local de despejo do esgoto; Ponto 4 (P4), margem oposta do despejo do esgoto; Ponto 5 (P5), saída do represamento; Ponto 6 (P6), 1 km após o represamento. Análises químicas foram realizadas para todas as coletas realizadas. Para a realização do estudo, 100 sementes de Allium cepa foram submetidas à germinação, em placa de Petri, em amostras de águas coletadas nos seis diferentes pontos do rio Preto, em água ultra pura (controle negativo) e em uma substância reconhecidamente aneugênica (Trifluralina - controle positivo), sempre à temperatura ambiente... / Due to increasing population and industrial expansion observed in recent decades, the environment has received a significant increased burden of domestic industrial and agricultural sewerage, which can cause severe impacts on ecosystems, and a potential damage to human health as well. A wide range of harmful pollutants can be found in domestic effluent, such as chemicals from various categories, in addition to contamination by various biological agents. On the other hand, industrial effluents contain organic and / or inorganic pollutants, depending on industrial activity. Based on these data, this study aimed to investigate, by means of biological tests with two test-organism, the possible presence of contaminants with cytotoxic, genotoxic and mutagenic potential, which are dumped along the Preto river, an important river that flows in the region of Sao Jose do Rio Preto/SP. The biological material used in this study consisted of seeds of Allium cepa (onion) and one specie of fish (Tilapia: Oreochromis niloticus). Water samples were taken seasonally in August 2006 and 2007 (dry season) and March 2007, and 2008 (rainy season), in six distinct sites: Site 1 (S1), 8 km before the damming, Site 2 (S2), 1 km before the damming, Site 3 (S3), place of sewerage discharge; Site 4 (S4), opposite margin of sewage discharge, Site 5 (S5), end of the damming; Site 6 (S6) 1 km after damming. Chemical analyses were performed for all collected samples. For the study, 100 seeds of A. cepa were submitted to germination in Petri dishes with samples water from six different sites of the Preto river, Ultra pure water (negative control), and with an aneugenic substance (Trifluralin - positive control). For most of collection points and periods studied, root meristems cells of A. cepa, exposed to water samples collected along the Preto river, showed no significant differences... (Complete abstract click electronic access below)

Les dérivés du platine (i.e. cisplatine et oxaliplatine) représentent une des classes pharmacologiques les plus utilisées en oncologie, notamment dans les cancers colorectaux. Cependant, leur efficacité est limitée par l’émergence de résistances acquises. Nous avons alors étudié in vitro dans différentes lignées cancéreuses coliques humaines (HCT116, LoVo, SW480, HT29) les conséquences à long terme des dérivés du platine lorsqu’ils sont utilisés dans des conditions tenant compte de la sensibilité cellulaire. Ils provoquent des cassures double-brin (objectivées par l’expression de -H2AX), dont le taux dépend du système p53/p21, du complexe MRN et du niveau de stabilité microsatellitaire. Ils induisent aux plus fortes concentrations ( IC50), une cytostase qui s’accompagne de la formation de cellules géantes macrocytaires et endopolyploïdes, dont certaines acquièrent un phénotype sénescent. Dans le même temps, l’activation des mécanismes de réparation des CDB varie en fonction du dérivé du Pt et de la lignée considérée. A plus long terme, des cellules « résistantes » se développent : elles ont une ploïdie normale, et se caractérisent par une plus grande résistance aux dérivés du platine et la présence de novo d’anomalies chromosomiques récurrentes leur conférant un avantage sélectif potentiel en terme de prolifération. Ces mécanismes pourraient contribuer à expliquer en clinique la survenue d’une résistance à une chimiothérapie pourtant initialement efficace. Parallèlement, nous avons évalué in vitro et in vivo de nouveaux complexes de platine obtenus par pharmacomodulation, et associant un noyau intercalant dérivé de la phénanthroline ou de l’acridine. Les résultats in vitro montrent globalement une amélioration significative de la cytotoxicité. Toutefois, un des composés les plus cytotoxiques in vitro, le [(5,6-diméthyl-1,10-phénanthroline) (S,S-diaminocyclohexane)platine(II)], n’exerce pas d’effet antitumoral dans un modèle syngénique de cancer colique chez le rat BD-IX, mais montre une néphrotoxicité marquée. Ces données soulignent l’insuffisance du criblage in vitro et la discordance in vitro/in vivo. / Platinum compounds (i.e. cisplatin and oxaliplatin) represent a class of DNA-damaging agents widely used in clinic especially in the treatment of colorectal cancer. However, their effectiveness is restricted because of emergence of acquired resistance. Therefore, long-term effects of platinum compounds, used at conditions reflecting the in vitro cellular sensibility, were assessed in vitro in several human colon cancer cell lines (HCT116, LoVo, SW480, HT29). Their cytotoxicity is related to double-strand break formation (objectived by -H2AX expression), which depends on p53/p21 status, MRN complex and microsatellite stability of the cell line. Furthermore, at the highest concentrations ( IC50), cells stopped their proliferation and exhibited phenotypic alterations resulting from progressive polyploidy and/or senescence. In the same time, DNA repair systems are activated differently according to the platinum derivate and the cell line. At later stages, cells that are more resistant to platinum compounds than their parental counterpart emerged. They have recovered their basal level of ploidy and acquired de novo recurrent chromosomal aberrations. Such mechanisms could contribute to the recurrence of clinical malignancies, even after an effective initial response to chemotherapy. On the other hand, pharmacological evaluation of new platinum compounds with phenanthroline or acridine intercalating ligand was performed in vitro and in vivo. Globally, many compounds exhibited a higher cytotoxic effect than cisplatin or oxaliplatin in all cell lines studied. Unfortunately, in vivo investigations of one of the most cytotoxic compounds ([(5,6-dimethyl-1,10-phenanthroline) (S,S-diaminocyclohexane)platinum(II)]) did not exhibit antitumor effect in BD-IX rats bearing peritoneal carcinomatosis, whatever the route of administration used (systemic or local), but it displayed nephrotoxicity. These results query the in vitro/in vivo correlation and reconsider the place of the in vivo screening.

Le benzo-a-pyrène (BaP) est un hydrocarbure aromatique polycyclique (HAP) cancérogène pour l’homme, qui contamine toutes les sphères de notre environnement. Son métabolite, le BaP-7,8-diol-9,10-époxyde (BPDE) est considéré comme son cancérogène ultime. Le BPDE se lie à l’ADN, formant des adduits qui doivent être réparés et qui seraient responsables des dommages à l’ADN et de la cancérogenèse induite par le BaP. Les adduits BPDE-ADN et les dommages à l’ADN (bris simple-brin [BSB] à l’ADN, aberrations chromosomiques [AC], échanges entre chromatides-sœurs [ÉCS] et micronoyaux [MN]) ont été mesurés dans les lymphocytes humains exposés à de faibles concentrations de BaP, provenant de jeunes volontaires non-fumeurs et en santé. Suite à l’exposition au BaP, le niveau d’adduits BPDE-ADN et la fréquence des AC et des MN augmentent significativement, puis diminuent aux concentrations les plus élevées de BaP testées, suggérant une induction du métabolisme de phase II du BaP. Lors de la mesure des ÉCS, nous obtenons une courbe dose-réponse linéaire, indiquant la production d’un autre type de lésions devant être réparées par le système de réparation par recombinaison homologue. Ces lésions pourraient être des bris à l’ADN ou des bases oxydées (8-OH-dG), ce qui est suggéré par l’analyse des corrélations existant entre nos biomarqueurs. Par ailleurs, la comparaison de la courbe dose-réponse des hommes et des femmes montre que des différences existent entre les sexes. Ainsi, les ÉCS, les AC et les MN sont significativement augmentés chez les hommes à la plus faible concentration de BaP, alors que chez les femmes cette augmentation, quoique présente, est non significative. Des différences interindividuelles sont également observées et sont plus importantes pour les adduits BPDE-ADN, les MN et les AC, alors que pour les ÉCS elles sont minimes. Les analyses statistiques effectuées ont permis d’établir que quatre facteurs (niveau d’exposition au BaP, adduits BPDE-ADN, fréquence des AC et nombre de MN par cellule micronucléée) expliquent jusqu’à 59 % de la variabilité observée dans le test des ÉCS, alors qu’aucun facteur significatif n’a pu être identifié dans le test des AC et des MN. L’analyse du mécanisme de formation de nos biomarqueurs précoces permet de suggérer que les bris à l’ADN et les bases oxydées devraient être classées comme biomarqueurs de dose biologique efficace, au sein des biomarqueurs d’exposition, dans le continuum exposition-maladie du BaP, étant donné qu’ils causent la formation des biomarqueurs de génotoxicité (ÉCS, AC et MN). Par ailleurs, le test des AC et des MN ont permis de confirmer l’action clastogénique du BaP en plus de mettre en évidence des effets aneugènes affectant surtout la ségrégation des chromosomes lors de la division cellulaire. Ces effets aneugènes, reliés à l’étape de progression dans la cancérogenèse, pourraient être particulièrement importants puisque l’exposition au BaP et aux HAP est chronique et dure plusieurs années, voire des décennies. La compréhension des mécanismes régissant la formation des biomarqueurs étudiés dans cette étude, ainsi que des relations existant entre eux, peut être appliquée à de nombreux contaminants connus et émergents de notre environnement et contribuer à en évaluer le mode d’action. / Benzo-a-pyrene (BaP) is a polycyclic aromatic hydrocarbon (PAH) classified as carcinogenic to human, and is present throughout our environment. Metabolic activation of BaP leads to production of BaP-7,8-diol-9,10-epoxide (BPDE), considered as its ultimate carcinogenic metabolite. BPDE can bind to DNA, forming BPDE-DNA adducts at the origin of BaP-induced DNA damage and carcinogenesis. BPDE-DNA adducts and DNA damages (DNA single-strand breaks [SSBs], chromosomal aberrations [CAs], sister chromatid exchanges [SCEs] and micronuclei [MNs]) are measured in human lymphocytes exposed to low BaP concentrations, taken from non-smoking healthy young subjects. Following BaP exposure, BPDE-DNA adduct levels, as well as CA and MN frequencies raise significantly, and then decrease to the higher BaP concentrations tested, suggesting metabolic enzyme saturation or induction of BaP phase II metabolism. As for SCEs test, a linear dose response curve is obtained, suggesting that production of additional DNA lesions requiring homologous recombination repair may occur. These lesions could be DNA breaks or oxidized DNA bases (8-OH-dG), as indicated by correlation analysis performed between our biomarkers. Additionally, when comparing the dose-response curves for men and women separately, some differences show up. Indeed, SCEs, CAs, and MNs are significantly increased in men at the lowest BaP concentration tested, while in women, this increase is present but not significant. Interindividual differences are also present and are more considerable for BPDE-DNA adducts, MNs and CAs, whereas they are very low for SCEs. Statistical analysis showed that four factors (BaP exposure level, BPDE-DNA adducts, CA frequency and number of MN per micronucleated cell) significantly explained up to 59 % of observed variability in SCE test, while no such factors could explain the observed variability in CA and MN test. Following analysis of mechanisms underlying the formation of early biomarkers, we suggest a modification of the Exposure-Disease Continuum of BaP. We propose that DNA breaks and oxidized DNA bases should be classified as biomarkers of biologically effective dose (part of the exposure biomarkers), as their presence are at origin of early biomarkers of genotoxicity (SCEs, CAs and MNs). On the other hand, CA and MN tests confirmed clastogenic properties of BaP, and highlighted aneugenic effects influencing mostly chromosome segregation during cell division. These aneugenic effects, linked to the progression step of carcinogenesis, could be of particular importance given that exposure to BaP and other PAHs (smoking, occupational exposure) are chronic and may last for decades. Understanding the mechanisms playing a role in early biomarkers formation, as well as the relations existing between them, can be largely applied in our environment to many known and emerging contaminants, thus contributing to characterize their mode of action.

No description available.

Le benzo-a-pyrène (BaP) est un hydrocarbure aromatique polycyclique (HAP) cancérogène pour l’homme, qui contamine toutes les sphères de notre environnement. Son métabolite, le BaP-7,8-diol-9,10-époxyde (BPDE) est considéré comme son cancérogène ultime. Le BPDE se lie à l’ADN, formant des adduits qui doivent être réparés et qui seraient responsables des dommages à l’ADN et de la cancérogenèse induite par le BaP. Les adduits BPDE-ADN et les dommages à l’ADN (bris simple-brin [BSB] à l’ADN, aberrations chromosomiques [AC], échanges entre chromatides-sœurs [ÉCS] et micronoyaux [MN]) ont été mesurés dans les lymphocytes humains exposés à de faibles concentrations de BaP, provenant de jeunes volontaires non-fumeurs et en santé. Suite à l’exposition au BaP, le niveau d’adduits BPDE-ADN et la fréquence des AC et des MN augmentent significativement, puis diminuent aux concentrations les plus élevées de BaP testées, suggérant une induction du métabolisme de phase II du BaP. Lors de la mesure des ÉCS, nous obtenons une courbe dose-réponse linéaire, indiquant la production d’un autre type de lésions devant être réparées par le système de réparation par recombinaison homologue. Ces lésions pourraient être des bris à l’ADN ou des bases oxydées (8-OH-dG), ce qui est suggéré par l’analyse des corrélations existant entre nos biomarqueurs. Par ailleurs, la comparaison de la courbe dose-réponse des hommes et des femmes montre que des différences existent entre les sexes. Ainsi, les ÉCS, les AC et les MN sont significativement augmentés chez les hommes à la plus faible concentration de BaP, alors que chez les femmes cette augmentation, quoique présente, est non significative. Des différences interindividuelles sont également observées et sont plus importantes pour les adduits BPDE-ADN, les MN et les AC, alors que pour les ÉCS elles sont minimes. Les analyses statistiques effectuées ont permis d’établir que quatre facteurs (niveau d’exposition au BaP, adduits BPDE-ADN, fréquence des AC et nombre de MN par cellule micronucléée) expliquent jusqu’à 59 % de la variabilité observée dans le test des ÉCS, alors qu’aucun facteur significatif n’a pu être identifié dans le test des AC et des MN. L’analyse du mécanisme de formation de nos biomarqueurs précoces permet de suggérer que les bris à l’ADN et les bases oxydées devraient être classées comme biomarqueurs de dose biologique efficace, au sein des biomarqueurs d’exposition, dans le continuum exposition-maladie du BaP, étant donné qu’ils causent la formation des biomarqueurs de génotoxicité (ÉCS, AC et MN). Par ailleurs, le test des AC et des MN ont permis de confirmer l’action clastogénique du BaP en plus de mettre en évidence des effets aneugènes affectant surtout la ségrégation des chromosomes lors de la division cellulaire. Ces effets aneugènes, reliés à l’étape de progression dans la cancérogenèse, pourraient être particulièrement importants puisque l’exposition au BaP et aux HAP est chronique et dure plusieurs années, voire des décennies. La compréhension des mécanismes régissant la formation des biomarqueurs étudiés dans cette étude, ainsi que des relations existant entre eux, peut être appliquée à de nombreux contaminants connus et émergents de notre environnement et contribuer à en évaluer le mode d’action. / Benzo-a-pyrene (BaP) is a polycyclic aromatic hydrocarbon (PAH) classified as carcinogenic to human, and is present throughout our environment. Metabolic activation of BaP leads to production of BaP-7,8-diol-9,10-epoxide (BPDE), considered as its ultimate carcinogenic metabolite. BPDE can bind to DNA, forming BPDE-DNA adducts at the origin of BaP-induced DNA damage and carcinogenesis. BPDE-DNA adducts and DNA damages (DNA single-strand breaks [SSBs], chromosomal aberrations [CAs], sister chromatid exchanges [SCEs] and micronuclei [MNs]) are measured in human lymphocytes exposed to low BaP concentrations, taken from non-smoking healthy young subjects. Following BaP exposure, BPDE-DNA adduct levels, as well as CA and MN frequencies raise significantly, and then decrease to the higher BaP concentrations tested, suggesting metabolic enzyme saturation or induction of BaP phase II metabolism. As for SCEs test, a linear dose response curve is obtained, suggesting that production of additional DNA lesions requiring homologous recombination repair may occur. These lesions could be DNA breaks or oxidized DNA bases (8-OH-dG), as indicated by correlation analysis performed between our biomarkers. Additionally, when comparing the dose-response curves for men and women separately, some differences show up. Indeed, SCEs, CAs, and MNs are significantly increased in men at the lowest BaP concentration tested, while in women, this increase is present but not significant. Interindividual differences are also present and are more considerable for BPDE-DNA adducts, MNs and CAs, whereas they are very low for SCEs. Statistical analysis showed that four factors (BaP exposure level, BPDE-DNA adducts, CA frequency and number of MN per micronucleated cell) significantly explained up to 59 % of observed variability in SCE test, while no such factors could explain the observed variability in CA and MN test. Following analysis of mechanisms underlying the formation of early biomarkers, we suggest a modification of the Exposure-Disease Continuum of BaP. We propose that DNA breaks and oxidized DNA bases should be classified as biomarkers of biologically effective dose (part of the exposure biomarkers), as their presence are at origin of early biomarkers of genotoxicity (SCEs, CAs and MNs). On the other hand, CA and MN tests confirmed clastogenic properties of BaP, and highlighted aneugenic effects influencing mostly chromosome segregation during cell division. These aneugenic effects, linked to the progression step of carcinogenesis, could be of particular importance given that exposure to BaP and other PAHs (smoking, occupational exposure) are chronic and may last for decades. Understanding the mechanisms playing a role in early biomarkers formation, as well as the relations existing between them, can be largely applied in our environment to many known and emerging contaminants, thus contributing to characterize their mode of action.