Quantitative structure-activity relationship (QSAR) models based on machine learning algorithms are powerful tools to expedite drug discovery processes and therapeutics development. Given the cost in acquiring large-sized training datasets, it is useful to examine if QSAR analysis can reasonably predict drug activity with only a small-sized dataset (size < 100) and benchmark these small-dataset QSAR models in application-specific studies. To this end, here we present a systematic benchmarking study on small-dataset QSAR models built for prediction of effective Wnt signaling inhibitors, which are essential to therapeutics development in prevalent human diseases (e.g., cancer). Specifically, we examined a total of 72 two-dimensional (2D) QSAR models based on 4 best-performing algorithms, 6 commonly used molecular fingerprints, and 3 typical fingerprint lengths. We trained these models using a training dataset (56 compounds), benchmarked their performance on 4 figures-of-merit (FOMs), and examined their prediction accuracy using an external validation dataset (14 compounds). Our data show that the model performance is maximized when: 1) molecular fingerprints are selected to provide sufficient, unique, and not overly detailed representations of the chemical structures of drug compounds; 2) algorithms are selected to reduce the number of false predictions due to class imbalance in the dataset; and 3) models are selected to reach balanced performance on all 4 FOMs. These results may provide general guidelines in developing high-performance small-dataset QSAR models for drug activity prediction.

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Les anomalies du tube neural (ATN) sont des malformations congénitales très fréquentes chez l’humain en touchant 1-2 nouveau-nés sur 1000 naissances. Elles résultent d’une fermeture incomplète du tube neural lors de l’embryogenèse. L’étiologie des ATN est complexe impliquant des facteurs environnementaux et des facteurs génétiques. La souris représente un outil puissant afin de mieux comprendre la génétique des ATN. Particulièrement, la souris modèle a impliqué fortement la voie de la polarité cellulaire planaire (PCP) dans ces malformations. Dans cette étude, nous avons identifié et caractérisé une nouvelle souris mutante, Skam26Jus dans le but d’identifier un nouveau gène causant les ATN. Skam26Jus a été générée par l’agent mutagène N-Ethyl-N-Nitrosuera. Cette souris est caractérisée par une queue en forme de boucle ou de crochet, soit un phénotype associé aux ATN. La complémentation génétique de la souris Skam26Jus avec une souris mutante d’un gène de la voie PCP Vangl2 (Looptail) a montré une interaction génétique entre le gène muté chez Skam26Jus et Vangl2, suggérant que ces deux gènes fonctionnent dans des voies de signalisation semblables ou parallèles. Un total de 50% des embryons doubles hétérozygotes avec un phénotype de la queue présentent un spina bifida. La cartographie par homozygotie du génome entier suivie par un clonage positionnel a permis d’identifier Lrp6 comme le gène muté chez Skam26Jus. Une mutation homozygote, p.Ile681Arg, a été identifiée dans Lrp6 chez les souris ayant une queue en boucle/crochet. Cette mutation était absente dans 30 souches génétiques pures indiquant que cette mutation est spécifique au phénotype observé. Une étude de phénotype-génotype évalue la pénétrance à 53 % de la mutation Ile681Arg. Lrp6 est connu pour activer la voie canonique Wnt/β-caténine et inhiber la voie non canonique Wnt/PCP. Le séquençage de la région codante et de la jonction exon-intron de LRP6 chez 268 patients a mené à l’identification de quatre nouvelles rares mutations faux sens absentes chez 272 contrôles et de toutes les bases de données publiques. Ces mutations sont p.Tyr306His ; p.Tyr373Cys ; p.Val1386Ile; p.Tyr1541Cys et leur pathogénicité prédite in silico indiquent que p.Val1386Ile est bénigne, et que p.Tyr306Hiset p.Tyr373Cys et p.Tyr1541Cys sont i possiblement dommageables. Les mutations p.Tyr306His, p.Tyr373Cys et p.Tyr1541Cys ont affecté l’habilité de LRP6 d’activer la voie Wnt/β-caténine en utilisant le système rapporteur luciférase de pTOPflash. Nos résultats suggèrent que LRP6 joue un rôle dans le développement des ATN chez une petite fraction de patients ayant une ATN. Cette étude présente aussi Skam26Jus comme un nouveau modèle pour étudier les ATN chez l’humain et fournit un outil important pour comprendre les mécanismes moléculaires à l’origine des A TN. / Neural tube defects (NTDs) are among the most common congenital malformations in humans affecting 1–2 infants per 1000 births. NTDs are caused by failure of the neural tube to close during embryogenesis. The most common forms of NTDs in humans are anencephaly and spina bifida. Their etiology is complex implicating both environmental and genetic factors. The mouse model represents a powerful tool to investigate the genetics of NTDs. Particularly, mouse mutants at genes belonging to the planar polarity pathway (PCP) developed severe forms of NTDs strongly implicating this pathway in the pathogenesis of NTDs. In this study, we identified and characterized a novel mouse mutant, Skam26Jus, as a model for NTDs. Skam26Jus was generated by N-Ethyl-N-Nitrosuera mutagenesis and displayed a characteristic kinky or loop tail that is considered as the minimal sign if NTDs. Complementation of Skam26Jus mutant with a PCP mouse mutant called Looptail (Lp) showed a genetic interaction between Skam26Jus and Vangl2, the gene mutated in Lp. This led to spina bifida in 50% of double heterozygotes with a kinky or looptail phenotype. Homozygosity mapping followed by a positional candidate gene approach led to the identification of Lrp6 as the gene mutated in Skam26Jus. We detected a homozygous mutation, p.Ile681Arg, in Lrp6 in Skam26Jus mice having loop/kinky tail phenotype. This mutation was absent in 30 inbred strains analyzed indicating that it is disease specific. Genotype-phenotype studies indicated a 52 % penetrance of the p.Ile681Arg mutation. Lrp6 is known to activate Wnt canonical β-catenin pathway and inhibit Wnt non canonical PCP pathway. Sequencing analysis of the open reading frame and exon-intron junctions of human LRP6 in 268 NTD patients led to the identification of 4 novel rare missense mutations that were absent in 272 controls analyzed and in all public databases. These mutations were p.Tyr306His ; p.Tyr373Cys ; p.Val1386Ile ; p.Tyr1541Cys, and of these, p.Val1386Iso was predicted to be benign, and p.Tyr306His ; p.Tyr373Cys and p.Tyr1541Cys were predicted to be possibly pathogenic using bioinformatics tools. Functional validation of these mutations with the luciferase reporter system pTOPflash assay demonstrated that mutation p.Tyr306His, p.Tyr373Cys and iii p.Tyr1541Cys reduced the ability of LRP6 to activate the Wnt canonical β-catenin pathway. Our data suggest that LRP6 could play a role in the development of NTDs in a small fraction of NTD patients. Our study also presents Skam26Jus as a new mouse model for the study of human NTDs and provides an important tool for better understanding of the molecular pathogenic mechanisms underlying NTDs.

Les anomalies du tube neural (ATN) sont des malformations congénitales parmi les plus fréquentes chez l’humain en touchant 1-2 nouveau-nés par 1000 naissances. Elles résultent d’un défaut de fermeture du tube neural pendant l’embryogenèse. Les formes les plus courantes d'ATN chez l'homme sont l'anencéphalie et le spina-bifida. Leur étiologie est complexe impliquant à la fois des facteurs environnementaux et des facteurs génétiques. Un dérèglement dans la signalisation Wnt, incluant la signalisation canonique Wnt/β-caténine et non-canonique de la polarité planaire cellulaire (PCP), peut causer respectivement le cancer ou les anomalies du tube neural (ATN). Les deux voies semblent s’antagoniser mutuellement. Dans cette étude, nous investiguons les rôles de Lrp6 et deANKRD6, entant qu’interrupteurs moléculaires entre les deux voies de signalisation Wnt, et CELSR1, en tant que membre de la PCP, chez la souris mutante Skax26m1Jus, générée par l’agent mutagène N-Ethyl-N-Nitrosuera, et dans une cohorte de patients humains ATN. Pour Lrp6, nous avons démontré que Skax26m1Jus représente un allèle hypermorphe de Lrp6 avec une augmentation de l’activité de la signalisation Wnt/canonique et une diminution de l’activité JNK induite par la voie PCP. Nous avons également montré que Lrp6Skax26m1Jus interagit génétiquement avec un mutant PCP (Vangl2Lp) où les doubles hétérozygotes ont montré une fréquence élevée d’ATN et des défauts dans la polarité des cellules ciliées de la cochlée. Particulièrement, notre étude démontre l'association des nouvelles et rares mutations faux-sens dans LRP6 avec les ATN humaines. Nous montrons que trois mutations de LRP6 causent une activité canonique réduite et non-canonique élevée. Pour ANKRD6, nous avons identifié quatre nouvelles et rares mutations faux-sens chez 0,8% des patients ATN et deux chez 1,3% des contrôles. Notamment, seulement deux, des six mutations validées (p.Pro548Leu et p.Arg632His) ont démontré un effet significatif sur l’activité de ANKRD6 selon un mode hypomorphique. Pour CELSR1, nous avons identifié une mutation non-sens dans l'exon 1 qui supprime la majeure partie de la protéine et une délétionde 12 pb. Cette perte de nucléotides ne change pas le cadre de lecture et élimine un motif putatif de phosphorylation par la PKC " SSR ". Nous avons également détecté un total de 13 nouveaux et rares variants faux-sens qui avaient été prédits comme étant pathogènes in silico. Nos données confirment le rôle inhibiteur de Lrp6 dans la signalisation PCP pendant la neurulation et indiquent aussi que les mutations faux-sens identifiées chez LRP6 et ANKRD6 pourraient affecter un équilibre réciproque et un antagonisme très sensible à un dosage précis entre les deux voies Wnt. Ces variants peuvent aussi agir comme facteurs prédisposants aux ATN. En outre, nos résultats impliquent aussi CELSR1 comme un facteur de risque pour les anomalies du tube neural ou l’agénésie caudale. Nos résultats fournissent des preuves supplémentaires que la voie de signalisation PCP a un rôle pathogène dans ces malformations congénitales et un outil important pour mieux comprendre leurs mécanismes moléculaires. / Neural tube defects (NTDs) are among the most common congenital malformations in humans affecting 1–2 infants per 1000 births. NTDs are caused by failure of the neural tube to close during embryogenesis. The most common forms of NTDs in humans are anencephaly and spina bifida. Their etiology is complex implicating environmental and genetic factors. Wnt signaling has been classified as canonical Wnt/ β-catenin dependent or non-canonical planar cell polarity (PCP) pathway. Misregulation of either pathway is linked mainly to cancer or neural tube defects (NTDs) respectively. Both pathwaysseem to antagonize each other. In this study, we investigate the role of Lrp6andANKRD6 as molecular switches between both Wnt pathways as well as CELSR1 as PCP member, in a novel ENU mouse mutant of Lrp6 (Skax26m1Jus) and in human NTDs. For Lrp6, we demonstrate that Skax26m1Jus represents a hypermorphic allele of Lrp6 with increased Wnt canonical and abolished PCP-induced JNK activities. We also show that Lrp6Skax26m1Jusgenetically interacts with a PCP mutant (Vangl2Lp) where double heterozygotes showed an increased frequency of NTDs and defects in cochlear hair cells’ polarity. Importantly, our study also demonstrates the association of rare and novel missense mutations in LRP6 that is an inhibitor rather than an activator of the PCP pathway with human NTDs. We show that three LRP6 mutations in NTDs led to a reduced Wnt canonical activity and enhanced PCP signaling. For ANKRD6: We identified four rare missense mutations in 0.8% of the NTD patients and 2 rare missense mutations in 1.3% of the controls. Notably, when all 6 mutations were validated, only two mutations identified in NTD patients, p.Pro548Leu, p.Arg632His, significantly altered DIVERSIN activity in Wnt signaling assays in a hypomorphic fashion. For CELSR1: We identified one nonsense mutation in exon 1 of CELSR1 that truncates the majority of the protein in one NTD patient and one in-frame 12 bp deletion that removes a putative PKC phosphorylation“SSR” motif in one caudal agenesis patient. We also detected a total of 13 novel missense variants in 12 patients (11 NTDs and 1 caudal agenesis) that were predicted to be pathogenic in silico. Our data confirm an inhibitory role of Lrp6 in PCP signaling in neurulation and indicate that rare missense mutations in LRP6 and ANKRD6 could affect a balanced reciprocal and a highly dosage sensitive antagonism between both Wnt pathways in neurulation and act as predisposing factors to NTDs in a subset of patients. Also, our findings implicate CELSR1 as a risk factor for NTDs or caudal agenesis. Our findings provide additional evidence for a pathogenic role of PCP signaling in thesemalformations and an important tool for better understanding their molecular mechanisms.

Colon cancer causes approximately seven percent of all cancer-related deaths in the world and presumably due to modern lifestyle, it is also one of the most frequently diagnosed cancers. The inefficiency of standard treatment indicates the need for intensive research of molecular mechanisms of cancer development. The canonical Wnt signaling pathway is essential for maintenance of the progenitor phenotype of stem cells in crypts of the intestine and controls repopulation of the epithelia, in physiological conditions. However, aberrant activation leads to tumor formation. Although Wnt signaling in cancer has been subjected to thorough investigation, there is still a lot of questions concerning further branching of the pathway. As a model of Wnt/β-catenin triggered colorectal cancer, we use mice with mutated APC, which is the tumor suppressor involved in this pathway. Previous expression profiling of the intestinal tumors from relevant mice revealed two transcription factors: ETV4 and MSX1 which are significantly overexpressed in cancer cells. In this project we elucidate whether the overexpression is really tumor restricted and Wnt dependent or there is a crosstalk with another signal transduction pathway. We investigate the function and regulation of these transcription factors by synthetic reporter assays,...

The canonical Wnt signaling pathway is one of the most important pathways involved in cell proliferation and differentiation. It is highly conserved in evolution and participates not only in embryonic development but also in adult tissue homeostasis. In the intestine, Wnt signaling is closely connected to maintenance of intestinal stem cells and renewal of the epithelia. Conversely, aberrant activation of the Wnt signaling pathway underlies different types of human diseases. Its constitutive activation results in neoplasia and specifically in development of colorectal cancer, which is the third most common malignancy in western world. The aim of this thesis was to uncover various aspects of the regulatory mechanisms of the Wnt/β-catenin signaling cascade. Furthermore, I headed to find novel Wnt pathway modulators and confirm their function in vivo. The results are presented in four publications. The first study examines murine Wnt proteins processing and the sequential order of Wnt post-translational modifications which are required for the secretion and signaling activity of the ligands. Next publication focuses on the gene Troy, which we identified as negative regulator of Wnt signaling. TROY was discovered as a Wnt target gene during DNA microarray profiling of human colorectal cancer cells....

O câncer de mama é a neoplasia responsável pelo maior número de mortes em mulheres no Brasil, portanto, é importante encontrar novos marcadores específicos e de diagnóstico precoce, utilizando procedimentos simples e rápidos. A via de sinalização Wnt regula importantes funções celulares como proliferação, sobrevida e adesão. Esta via está associada com os processos de iniciação e progressão em muitos tipos tumorais, como câncer de cólon familiar, melanoma e pulmão; sendo que mutações em &beta;-Catenina (CTNNb1) explicam só 30% dos casos de sinalização aberrante encontrada no câncer de mama, indicando que existem outros componentes e/ou reguladores da via que possam estar envolvidos. O objetivo deste trabalho foi avaliar as variantes genéticas e epigenéticas nos genes do complexo de degradação de &beta;-Catenina num grupo de pacientes com câncer de mama e num grupo controle; e determinar os perfis de transcrição dos componentes da via de sinalização Wnt e da molécula de expressão exclusiva do epitélio mamário, a Mamaglobina Humana (MGA), assim como associar estes resultados com as características clínicas, histológicas e patológicas do tumor. Para atingir este objetivo foram coletadas amostras de sangue periférico de 102 mulheres com câncer de mama e 102 mulheres sadias como grupo controle. A avaliação das variantes rs465899 do gene APC, rs2240308 e rs151279728 do gene AXIN2, rs5030625 do gene CDH1 e rs334558 do gene GSK3, foi realizada por meio de PCR-RFLPs e sequenciamento, a análise dos perfis de metilação dos promotores pela MS-PCR. A RT-qPCR foi usada para determinar os níveis de expressão dos componentes da via e a MGA. As variantes rs2240308 e rs151279728 do gene AXIN2 mostraram uma forte associação com o risco de desenvolver o câncer de mama. Um aumento significativo foi observado no nível de expressão de AXIN2 no grupo de mulheres com câncer de mama. Análises adicionais mostraram perfis de expressão diferencial dos genes APC, AXIN2, CTNNB1, GSK3 e CSNK1A1 associado ao status dos receptores hormonais e histogênese tumoral. MGA foi identificado exclusivamente em 38% dos pacientes com câncer de mama e foi associada com a progressão da doença. Este é o primeiro estudo que relaciona uma variante do gene AXIN2 com o câncer de mama na população brasileira. As variantes avaliadas do gene AXIN2 são marcadores promissores de susceptibilidade ao câncer de mama na população estudada, sendo importante, a avaliação desta variante genética na população e determinar o seu real efeito no processo de iniciação e/ou progressão do câncer de mama. / Background: Wnt/&beta;-catenin signaling pathway is an important regulator of cellular functions such as proliferation, survival and cell adhesion. This pathway is associated with tumor initiation and progression; -catenin (CTNNB1) mutations explains only 30% of aberrant signaling found in breast cancer, indicating that other components and/or regulating of the Wnt/&beta;-catenin pathway may be involved. Objective: The objective of the study was to evaluate the APC rs465899, AXIN2 rs2240308 and rs151279728, CDH1 rs5030625 and GSK3 rs334558 polymorphisms, APC, AXIN2, CDH1 and GSK3 promoter methylation status and expression profile of -Catenin destruction complex genes and MGA in peripheral blood of breast cancer patients. Methods: We collected peripheral blood samples from 102 breast cancer and 102 healthy subjects. The identification of the mutation was performed using PCR-RFLPs and DNA sequencing. MSP and HRM-MS was used to measure promoter methylation and RT-qPCR to determine expression profile. Results: We found significant association of AXIN2 rs2240308 polymorphism with breast cancer. Increased risk was observed even after stratification based on clinicpathological characteristics. AXIN2 rs151279728 polymorphism was found only in 9 breast cancer patients, but none in control group subject. APC and CDH1 polymorphisms were not associated with breast cancer. GSK3 polymorphism was weak associated with breast cancer and heterozygous status was associated with breast cancer protection after group stratification. APC and CDH1 promoter methylation in breast cancer patients was found. Significant increase was observed in AXIN2, CTNNB1 and GSK3 level expression in breast cancer patients. APC was down-regulated in breast cancer patients. Further analyses, showed APC, AXIN2, CTNNB1, GSK3 and CSKN1A1 gene expression associated to receptor status and histological type. MGA was found only in breast cancer patients and was associated with cancer progression. Conclusion: The present study reports, for the first time, that AXIN2 genetic defect and -catenin destruction complex expression disturbance may be found in breast cancer patients, providing additional support to the role of Wnt/-catenin pathway dysfunction in breast cancer tumorigenesis. However, the functional consequence of this genetic alteration remains to be determined. In another hand MGA was determined like a good biomarker for diagnosis and prognosis outcome.

A via canônica Wnt/beta-catenina regula várias funções em vertebrados, incluindo diferenciação de células T, bem como a proliferação, sobrevivência, morfogênese e migração de vários tipos celulares. As células T CD4+ é fundamental para a competência imunológica. Foi observado pelo nosso grupo que células T CD4+ humanas apresentam ativação da via Wnt/beta-catenina após tratamento com sais de lítio ou outros agonistas da via. A ativação desta via induziu a proliferação de células T CD4+ naive e de memória central. Em conjunto, estes dados sugerem um importante papel da via Wnt/beta-catenina na homeostase de células T CD4+ humanas. Seria importante avaliar o papel da via Wnt/beta-catenina nas células do sistema imune no modelo murino, já que pouco se sabe sobre seu efeito na homeostase de células T CD4+ murinas. A ativação da via Wnt/beta-catenina pode ser induzida com inibidores da proteína Glicogênio sintase quinase 3beta (GSK3beta), por exemplo, os sais de lítio (LiCl e Li2CO3) e inibidores específicos (SB, CHIR) em vários tipos celulares. Neste trabalho, avaliamos o efeito de inibidores de GSK3? na ativação da via Wnt/beta-catenina canônica em esplenócitos e células T CD4+, através da realização de experimentos in vivo e in vitro, avaliando a expressão de seus genes alvo HIG2, Bcl-xL, Ciclina D1 e c-myc. Verificou-se que o tratamento in vivo agudo (2-12 h após a administração) ou crônico (administração diária por 30 dias) de camundongos não é capaz de ativar a via Wnt/beta-catenina in vivo em células esplênicas e células T CD4+, embora o mesmo tratamento induza a expressão dos genes alvo da via no tecido cerebral (córtex e hipocampo). Além disso, também não foi possível verificar ativação da via em esplenócitos e células T CD4+ após tratamento in vitro das mesmas com LiCl ou os inibidores específicos de GSK3beta testados(CHIR99021, SB-216763), embora essa ativação tenha sido observada na linhagem celular HEK293. Nossos resultados sugerem que a via Wnt/beta-catenina (canônica) não é induzível em células T CD4+ murinas maduras, com os agonistas testados. Isso pode ter implicações fisiológicas, por exemplo sobre a homeostase de células T CD4+, já que a proliferação homeostática de células T, influenciada em humanos pela via Wnt/beta-catenina, é menos importante em camundongos / The Wnt/beta-catenin pathway regulates many functions in vertebrates, including T cell differentiation, as well as proliferation, morphogenesis and migration in different cell types. CD4+ T cells play is fundamental for immunological competence. Our group has observed that human CD4+ T cells present activation of the Wnt/beta-catenin pathway after treatment with lithium salts or other pathway agonists. The activation of this pathway induced proliferation in naive and central memory CD4+ T cells. Together, these results suggest an important role for the Wnt/beta-catenin pathway in the homeostasis of human CD4+ T cells. It would be very important to evaluate the role of the Wnt/beta-catenin pathway in T cells in the mouse model, since little is known about its effect in mice CD4+ T cell homeostasis. The activation of the Wnt/beta-catenin pathway may be induced with Glycogen Synthase Kinase 3B (GSK3beta) inhibitors, i.e., lithium salts as mentioned above, and specific GSK3beta inhibitors (SB, CHIR) in different cell types. In this work, we evaluated the effect of GSK3beta inhibitors in the activation of the canonical Wnt/beta-catenin in splenocytes and CD4+ T cells, by conducting experiments in vivo and in vitro, evaluating the expression of its target genes HIG2, Bcl-xL, Cyclin D1 and c-myc. We verified that acute (2-12 hours after administration) or chronic (daily administration for 30 days) treatment of mice with lithium salts is not able to activate the Wnt/beta-catenin pathway in splenocytes and CD4+ T cells, although we could observe activation in brain tissues (cortex and hypothalamus). Besides, no activation of the Wnt/beta-catenin pathway was observed in these cell types after in vitro treatment with LiCl or the specific inhibitors of GSK3beta (CHIR99021, SB-216763), while the pathway was activated by the same treatments in HEK293 cells. Our results suggest that the Wnt/beta-catenin pathway is not inducible in murine mature CD4+ T cells with the tested agonists. This may have physiological implications, for instance on the homeostasis of CD4+ T cells, where homeostatic proliferation - influenced the Wnt/beta-catenin pathway in human T cells - is less important in the maintenance of the murine peripheral T cell pool

O PAWR (Prostate apoptosis response- 4) também conhecido como PAR-4 é um gene pró-apoptótico identificado em células de câncer de próstata quando expostas a estímulos apoptóticos. A expressão de PAR-4 pode aumentar a sensibilidade da célula a apoptose, incluindo células de câncer de mama. Ensaios de expressão gênica por transcriptoma foram realizados em nosso laboratório (dados ainda não publicados), com o objetivo de analisar genes diferencialmente expressos associados à quimiossensibilidade ao docetaxel em células MCF-7 transfectadas com o vetor de expressão para PAR-4 (MCF7pcPAR4) e o com vetor vazio (MCF7pcNEO) antes e após o tratamento com docetaxel. Para avaliar a interação entre os genes diferencialmente expressos foram geradas redes gênicas funcionais utilizando o programa IPA- Ingenuity®. Dentre as diversas redes gênicas geradas destacaram-se as que continham genes relacionados direta ou indiretamente com a via de sinalização WNT (Wingless-Type MMTV Integration 1). O presente estudo visa validar genes diferencialmente expressos identificados em células MCF-7 com diferenças de expressão de PAR-4 antes e após a exposição de docetaxel. Através da anotação manual dos genes mais diferencialmente expressos, foram selecionados os genes EGR1, XAF1, TARP e WNT5A para validação por PCR em Tempo Real (qRT-PCR). A plataforma Human WNT Signaling Pathway RT2 Profiler(TM) PCR Array (PCR Array) foi utilizada para avaliar o efeito da overexpressão de PAR-4 e do tratamento de docetaxel na expressão de genes das vias canônica e não canônica do WNT. A expressão positiva do gene WNT5A nas células MCF7pcPAR4 em relação a MCF7pcNEO foi confirmada por qRT-PCR na ausença e presença do tratamento com docetaxel. O gene EGR1 apresentou regulação positiva significativa na técnica de qRT-PCR na ausência de tratamento, porém não apresenta o mesmo perfil de expressão observado no ensaio de transcriptoma. O gene XAF1 apresentou regulação negativa nas células MCF7pcPAR4 quando comparadas com as células MCF7pcNEO na ausência e presença de docetaxel, com tendência a validação na ausência de tratamento e de não validação na presença de docetaxel. Foi observado o aumento significativo da expressão de TARP nas células MCF7pcPAR4 por qRT-PCR na ausência e presença de docetaxel, porém esses achados não confirmam os resultados obtidos no transcriptoma. Em nossos dados de PCR Array na comparação MCF7pcPAR4 vs MCF7pcNEO antes do tratamento, encontramos diferença de expressão significativa (p < 0,005) em 9 genes. Sendo que, os genes CDKN2A, EGR1, FGF7, IL6 e TWIST apresentaram expressão positiva e os genes NTRK2, SOX2, SOX9 e WISP1 tiveram expressão negativa. Na comparação na presença de docetaxel observamos que os genes CACNAD2A3, GDF5, IL6, FGF7, LEF1 e TWIST apresentaram regulação positiva e FST apresentou regulação negativa com significância estatística (p < 0,005). Dos 84 genes da plataforma PCR array foram observados 21 e 14 genes comuns entre ambas às técnicas na ausência e presença de docetaxel, respectivamente. Na ausência de docetaxel 16 genes apresentaram o mesmo perfil de expressão, dentre estes a regulação positiva de GJA1, IGF1, IGF2, LEF1, MMP2, PDGFRA, PTGS2 e TWIST, associadas á regulação negativa de CDH1, JAG1, NTRK2 sugerem ativação da via WNT/?-catenina. Enquanto, a expressão de DAB2, WNT5A, FZD7 e RUNX2 indica inativação dessa via. Na presença do tratamento 6 genes apresentaram o mesmo perfil de expressão. Dentre estes, a regulação positiva de CTGF, DAB2 e EGR1 sugerem inativação da via WNT/beta-catenina. Por outro lado, a expressão positiva de FGF20, LEF1 e PDGFRA sugerem que via WNT/beta-catenina estaria ativa. Neste estudo, podemos mostrar que PAR-4 modula genes da via de sinalização WNT. Porém, mais experimentos serão necessários para verificar quais mecanismos estão envolvidos e de que forma isso reflete na quimiossensibilidade a drogas / PAWR (Prostate Apoptosis Response-4) also known as PAR-4 is a pro-apoptotic gene identified in prostate cancer cells when exposed to apoptotic stimuli. PAR-4 expression can increase sensitivity of cells to apoptosis, including breast cancer cells. Our laboratory performed transcriptome profiling (unpublished data), with the aim of analyzing differentially expressed genes associated with chemosensitivity to docetaxel in transfected MCF-7 cells with PAR-4 expression plasmid (MCF7pcPAR4) and with empty vector (MCF7pcNEO) before and after treatment with docetaxel. To assess the interaction between the differentially expressed genes functional gene networks were generated using the IPA Ingenuity® software. Networks generated containing genes directly or indirectly related with the WNT signaling pathway (Wingless-Type MMTV Integration 1) were highlighted. The present study aims to validate the differentially expressed genes identified in MCF-7 cells with different PAR-4 expression before and after exposure of docetaxel. By manual annotation of the genes most differentially expressed, the genes EGR1, XAF1, TARP and WNT5A were selected to be validated by quantitative real time PCR (qRT-PCR). The platform WNT Signaling Pathway Human RT2 Profiler (TM) PCR Array (Array PCR) was used to evaluate the effect of PAR-4 overexpression and docetaxel treatment in gene expression of canonical and noncanonical WNT pathways. The positive expression of WNT5A in MCF7pcPAR4 cells relative to MCF7pcNEO was confirmed by qRT-PCR in the presence and absence of docetaxel. The EGR1 gene showed significant upregulation in the qRT-PCR in the absence of treatment, but showed a different expression profile of the one observed in the transcriptome assay. The XAF1 showed a negative regulation in MCF7pcPAR4 cells when compared with MCF7pcNEO cells in the absence and presence of docetaxel, showing a similar trend in the absence of treatment but opposed trend in the presence of docetaxel. It was observed a significant increase in TARP expression in MCF7pcPAR4 cells by qRT-PCR in the absence and presence of docetaxel, but these findings do not confirm the results of the transcriptome. PCR Array data of MCF7pcPAR4 vs MCF7pcNEO comparison before treatment, showed a significant expression difference in nine genes (p < 0.005). The genes CDKN2A, EGR1, FGF7, IL6 and TWIST showed positive expression and the genes NTRK2, SOX2, SOX9 and WISP1 had negative expression. In the presence of docetaxel it was observed that the genes CACNAD2A3, GDF5, IL6, FGF7, LEF1 and TWIST showed upregulation and FST downregulation with statistical significance (p < 0.005). From 84 genes of the platform PCR array we observed 21 and 14 common genes between both techniques in the absence and presence docetaxel, respectively. In the absence of docetaxel 16 genes showed similar expression profile, among them the upregulation of GJA1, IGF1, IGF2, LEF1, MMP2, PDGFRA, PTGS2 and TWIST, together with downregulation of CDH1, JAG1, NTRK2 suggest activation of the WNT/beta-catenin pathway. While the expression of DAB2, WNT5A, FZD7 and RUNX2 indicates inactivation of this pathway. In the presence of treatment six genes showed the same expression profile. Among these, the upregulation of CTGF, DAB2 EGR1 suggest the inactivation of Wnt/beta-catenin pathway. On the other hand, positive expression of FGF20, LEF1 and PDGFRA suggests that Wnt/beta-catenin would be active. In this study, we show that PAR-4 modulates genes of the WNT signaling pathway. However, more experiments are needed to clarify the role of WNT canonical and non-canonical pathways and how this reflects on drug chemosensitivity

O câncer de mama é a neoplasia responsável pelo maior número de mortes em mulheres no Brasil, portanto, é importante encontrar novos marcadores específicos e de diagnóstico precoce, utilizando procedimentos simples e rápidos. A via de sinalização Wnt regula importantes funções celulares como proliferação, sobrevida e adesão. Esta via está associada com os processos de iniciação e progressão em muitos tipos tumorais, como câncer de cólon familiar, melanoma e pulmão; sendo que mutações em &beta;-Catenina (CTNNb1) explicam só 30% dos casos de sinalização aberrante encontrada no câncer de mama, indicando que existem outros componentes e/ou reguladores da via que possam estar envolvidos. O objetivo deste trabalho foi avaliar as variantes genéticas e epigenéticas nos genes do complexo de degradação de &beta;-Catenina num grupo de pacientes com câncer de mama e num grupo controle; e determinar os perfis de transcrição dos componentes da via de sinalização Wnt e da molécula de expressão exclusiva do epitélio mamário, a Mamaglobina Humana (MGA), assim como associar estes resultados com as características clínicas, histológicas e patológicas do tumor. Para atingir este objetivo foram coletadas amostras de sangue periférico de 102 mulheres com câncer de mama e 102 mulheres sadias como grupo controle. A avaliação das variantes rs465899 do gene APC, rs2240308 e rs151279728 do gene AXIN2, rs5030625 do gene CDH1 e rs334558 do gene GSK3, foi realizada por meio de PCR-RFLPs e sequenciamento, a análise dos perfis de metilação dos promotores pela MS-PCR. A RT-qPCR foi usada para determinar os níveis de expressão dos componentes da via e a MGA. As variantes rs2240308 e rs151279728 do gene AXIN2 mostraram uma forte associação com o risco de desenvolver o câncer de mama. Um aumento significativo foi observado no nível de expressão de AXIN2 no grupo de mulheres com câncer de mama. Análises adicionais mostraram perfis de expressão diferencial dos genes APC, AXIN2, CTNNB1, GSK3 e CSNK1A1 associado ao status dos receptores hormonais e histogênese tumoral. MGA foi identificado exclusivamente em 38% dos pacientes com câncer de mama e foi associada com a progressão da doença. Este é o primeiro estudo que relaciona uma variante do gene AXIN2 com o câncer de mama na população brasileira. As variantes avaliadas do gene AXIN2 são marcadores promissores de susceptibilidade ao câncer de mama na população estudada, sendo importante, a avaliação desta variante genética na população e determinar o seu real efeito no processo de iniciação e/ou progressão do câncer de mama. / Background: Wnt/&beta;-catenin signaling pathway is an important regulator of cellular functions such as proliferation, survival and cell adhesion. This pathway is associated with tumor initiation and progression; -catenin (CTNNB1) mutations explains only 30% of aberrant signaling found in breast cancer, indicating that other components and/or regulating of the Wnt/&beta;-catenin pathway may be involved. Objective: The objective of the study was to evaluate the APC rs465899, AXIN2 rs2240308 and rs151279728, CDH1 rs5030625 and GSK3 rs334558 polymorphisms, APC, AXIN2, CDH1 and GSK3 promoter methylation status and expression profile of -Catenin destruction complex genes and MGA in peripheral blood of breast cancer patients. Methods: We collected peripheral blood samples from 102 breast cancer and 102 healthy subjects. The identification of the mutation was performed using PCR-RFLPs and DNA sequencing. MSP and HRM-MS was used to measure promoter methylation and RT-qPCR to determine expression profile. Results: We found significant association of AXIN2 rs2240308 polymorphism with breast cancer. Increased risk was observed even after stratification based on clinicpathological characteristics. AXIN2 rs151279728 polymorphism was found only in 9 breast cancer patients, but none in control group subject. APC and CDH1 polymorphisms were not associated with breast cancer. GSK3 polymorphism was weak associated with breast cancer and heterozygous status was associated with breast cancer protection after group stratification. APC and CDH1 promoter methylation in breast cancer patients was found. Significant increase was observed in AXIN2, CTNNB1 and GSK3 level expression in breast cancer patients. APC was down-regulated in breast cancer patients. Further analyses, showed APC, AXIN2, CTNNB1, GSK3 and CSKN1A1 gene expression associated to receptor status and histological type. MGA was found only in breast cancer patients and was associated with cancer progression. Conclusion: The present study reports, for the first time, that AXIN2 genetic defect and -catenin destruction complex expression disturbance may be found in breast cancer patients, providing additional support to the role of Wnt/-catenin pathway dysfunction in breast cancer tumorigenesis. However, the functional consequence of this genetic alteration remains to be determined. In another hand MGA was determined like a good biomarker for diagnosis and prognosis outcome.