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1.
BMC Med Educ ; 22(1): 120, 2022 Feb 22.
Artigo em Inglês | MEDLINE | ID: mdl-35193577

RESUMO

BACKGROUND: Team-based learning (TBL) combines active and collaborative learning, while incorporating aspects of the flipped classroom approach and problem-based learning. The COVID-19 pandemic presented certain challenges in the delivery of TBL in class. In this study, we investigated the impact of TBL on the academic performance of final year Biomedical Sciences' undergraduate students in the context of an "Endocrine Disorders" study block. We did so by comparing the classical in-person approach and online delivery due to the COVID-19 pandemic. METHODS: A non-compulsory TBL session was introduced to the curriculum of this block, which followed the traditional 2-h lecture delivery. Comparative analysis was performed for the exam and coursework performance of students who attended the TBL sessions (online and in-person) and those that did not. RESULTS: Both cohorts of students who attended either in-person (n = 66) or online TBL sessions (n = 109) performed significantly better in their exams (p < 0.05) and a related coursework (p < 0.001 and p < 0.05, respectively) when compared to those that did not attend. For both these cohorts the exam mark distribution was much narrower compared to those that did not attend the TBL sessions where the majority of fails and "no shows" were recorded. CONCLUSIONS: Online and in-person TBL, can successfully supplement traditional lecture-based teaching and enhance the learning/performance, for complex medical subjects/topics. Our findings demonstrate that it is possible to deliver these sessions online with demonstrable benefit for students suggesting that there is greater flexibility in the use of TBL in higher education.


Assuntos
COVID-19 , Avaliação Educacional , Processos Grupais , Humanos , Pandemias , Aprendizagem Baseada em Problemas , SARS-CoV-2 , Estudantes
2.
Front Pharmacol ; 10: 893, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31474857

RESUMO

The zebrafish is rapidly emerging as a promising alternative in vivo model for the detection of drug-induced cardiovascular effects. Despite its increasing popularity, the ability of this model to inform the drug development process is often limited by the uncertainties around the quantitative relevance of zebrafish responses compared with nonclinical mammalian species and ultimately humans. In this test of concept study, we provide a comparative quantitative analysis of the in vivo cardiovascular responses of zebrafish, rat, dog, and human to three model compounds (propranolol, losartan, and captopril), which act as modulators of two key systems (beta-adrenergic and renin-angiotensin systems) involved in the regulation of cardiovascular functions. We used in vivo imaging techniques to generate novel experimental data of drug-mediated cardiovascular effects in zebrafish larvae. These data were combined with a database of interspecies mammalian responses (i.e., heart rate, blood flow, vessel diameter, and stroke volume) extracted from the literature to perform a meta-analysis of effect size and direction across multiple species. In spite of the high heterogeneity of study design parameters, our analysis highlighted that zebrafish and human responses were largely comparable in >80% of drug/endpoint combinations. However, it also revealed a high intraspecies variability, which, in some cases, prevented a conclusive interpretation of the drug-induced effect. Despite the shortcomings of our study, the meta-analysis approach, combined with a suitable data visualization strategy, enabled us to observe patterns of response that would likely remain undetected with more traditional methods of qualitative comparative analysis. We propose that expanding this approach to larger datasets encompassing multiple drugs and modes of action would enable a rigorous and systematic assessment of the applicability domain of the zebrafish from both a mechanistic and phenotypic standpoint. This will increase the confidence in its application for the early detection of adverse drug reactions in any major organ system.

3.
Chemosphere ; 163: 592-600, 2016 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-27572306

RESUMO

Human pharmaceuticals present in the environment have the potential to cause adverse effects on non-target organisms. The "read-across hypothesis" stipulates that pharmaceuticals will exhibit similar biological effects across species (e.g. human and fish) if the molecular target has been conserved and the effective drug concentrations are reached (Cmax). We tested this hypothesis by evaluating if ibuprofen, a non-selective inhibitor of prostaglandins and the cyclooxygenase (COX) enzyme, can mimic its primary effect in humans, on fish, at comparable plasma concentrations. The endpoints, prostaglandin E metabolite (PGEM) levels and the mRNA expression of COX (ptgs) gene, were measured in the gills of control and exposed fathead minnows (Pimephales promelas), using enzyme-immunoassay and quantitative real-time PCR (qPCR). Fish were exposed, for 24-72 h, to measured water concentrations of 9 (n = 12), 370 (n = 40) and 470 µg ibuprofen/L (n = 12). Water and blood plasma concentrations were determined using LC-MS/MS. Results showed that PGEM levels in fish exposed to 370 and 470 µg ibuprofen/L were significantly decreased compared to control fish, when mean plasma ibuprofen concentrations were 1.8-5.6-fold below the Cmax. The plasma ibuprofen concentrations and PGEM levels varied greatly between individuals. In fish exposed to 9 µg ibuprofen/L, when the mean plasma ibuprofen concentration was 224-fold below Cmax, no change in PGEM levels was observed. These data provide evidence for the read-across hypothesis, but suggest establishing a direct dose-response between internal plasma and PGEM is difficult, and would require significantly larger numbers of fish to overcome the inter-individual variation.


Assuntos
Alprostadil/metabolismo , Cyprinidae/fisiologia , Ibuprofeno/farmacologia , Prostaglandina-Endoperóxido Sintases/sangue , Animais , Inibidores de Ciclo-Oxigenase/farmacologia , Humanos , Reação em Cadeia da Polimerase , Prostaglandina-Endoperóxido Sintases/química , Prostaglandina-Endoperóxido Sintases/genética , Espectrometria de Massas em Tandem
5.
Sci Rep ; 6: 21978, 2016 02 26.
Artigo em Inglês | MEDLINE | ID: mdl-26917256

RESUMO

The Adverse Outcome Pathway (AOP) framework represents a valuable conceptual tool to systematically integrate existing toxicological knowledge from a mechanistic perspective to facilitate predictions of chemical-induced effects across species. However, its application for decision-making requires the transition from qualitative to quantitative AOP (qAOP). Here we used a fish model and the synthetic glucocorticoid beclomethasone dipropionate (BDP) to investigate the role of chemical-specific properties, pharmacokinetics, and internal exposure dynamics in the development of qAOPs. We generated a qAOP network based on drug plasma concentrations and focused on immunodepression, skin androgenisation, disruption of gluconeogenesis and reproductive performance. We showed that internal exposure dynamics and chemical-specific properties influence the development of qAOPs and their predictive power. Comparing the effects of two different glucocorticoids, we highlight how relatively similar in vitro hazard-based indicators can lead to different in vivo risk. This discrepancy can be predicted by their different uptake potential, pharmacokinetic (PK) and pharmacodynamic (PD) profiles. We recommend that the development phase of qAOPs should include the application of species-specific uptake and physiologically-based PK/PD models. This integration will significantly enhance the predictive power, enabling a more accurate assessment of the risk and the reliable transferability of qAOPs across chemicals.


Assuntos
Beclometasona/farmacocinética , Peixes/metabolismo , Glucocorticoides/farmacocinética , Modelos Biológicos , Animais , Beclometasona/sangue , Beclometasona/farmacologia , Glucocorticoides/sangue , Glucocorticoides/farmacologia , Gluconeogênese/efeitos dos fármacos , Masculino , Modelos Animais , Reprodução/efeitos dos fármacos
6.
PLoS One ; 9(10): e110467, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25338069

RESUMO

Fish are an important model for the pharmacological and toxicological characterization of human pharmaceuticals in drug discovery, drug safety assessment and environmental toxicology. However, do fish respond to pharmaceuticals as humans do? To address this question, we provide a novel quantitative cross-species extrapolation approach (qCSE) based on the hypothesis that similar plasma concentrations of pharmaceuticals cause comparable target-mediated effects in both humans and fish at similar level of biological organization (Read-Across Hypothesis). To validate this hypothesis, the behavioural effects of the anti-depressant drug fluoxetine on the fish model fathead minnow (Pimephales promelas) were used as test case. Fish were exposed for 28 days to a range of measured water concentrations of fluoxetine (0.1, 1.0, 8.0, 16, 32, 64 µg/L) to produce plasma concentrations below, equal and above the range of Human Therapeutic Plasma Concentrations (H(T)PCs). Fluoxetine and its metabolite, norfluoxetine, were quantified in the plasma of individual fish and linked to behavioural anxiety-related endpoints. The minimum drug plasma concentrations that elicited anxiolytic responses in fish were above the upper value of the H(T)PC range, whereas no effects were observed at plasma concentrations below the H(T)PCs. In vivo metabolism of fluoxetine in humans and fish was similar, and displayed bi-phasic concentration-dependent kinetics driven by the auto-inhibitory dynamics and saturation of the enzymes that convert fluoxetine into norfluoxetine. The sensitivity of fish to fluoxetine was not so dissimilar from that of patients affected by general anxiety disorders. These results represent the first direct evidence of measured internal dose response effect of a pharmaceutical in fish, hence validating the Read-Across hypothesis applied to fluoxetine. Overall, this study demonstrates that the qCSE approach, anchored to internal drug concentrations, is a powerful tool to guide the assessment of the sensitivity of fish to pharmaceuticals, and strengthens the translational power of the cross-species extrapolation.


Assuntos
Antidepressivos de Segunda Geração/farmacocinética , Fluoxetina/análogos & derivados , Fluoxetina/farmacocinética , Animais , Antidepressivos de Segunda Geração/sangue , Antidepressivos de Segunda Geração/farmacologia , Ansiedade/tratamento farmacológico , Comportamento Animal/efeitos dos fármacos , Biotransformação , Cyprinidae , Relação Dose-Resposta a Droga , Fluoxetina/sangue , Fluoxetina/farmacologia , Humanos , Masculino , Gravação em Vídeo
7.
Environ Sci Technol ; 47(20): 11384-95, 2013 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-24006913

RESUMO

Pharmaceuticals in the environment have received increased attention over the past decade, as they are ubiquitous in rivers and waterways. Concentrations are in sub-ng to low µg/L, well below acute toxic levels, but there are uncertainties regarding the effects of chronic exposures and there is a need to prioritise which pharmaceuticals may be of concern. The read-across hypothesis stipulates that a drug will have an effect in non-target organisms only if the molecular targets such as receptors and enzymes have been conserved, resulting in a (specific) pharmacological effect only if plasma concentrations are similar to human therapeutic concentrations. If this holds true for different classes of pharmaceuticals, it should be possible to predict the potential environmental impact from information obtained during the drug development process. This paper critically reviews the evidence for read-across, and finds that few studies include plasma concentrations and mode of action based effects. Thus, despite a large number of apparently relevant papers and a general acceptance of the hypothesis, there is an absence of documented evidence. There is a need for large-scale studies to generate robust data for testing the read-across hypothesis and developing predictive models, the only feasible approach to protecting the environment.


Assuntos
Fenômenos Ecológicos e Ambientais , Modelos Teóricos , Preparações Farmacêuticas/análise , Animais , Humanos , Medição de Risco
8.
Aquat Toxicol ; 140-141: 19-26, 2013 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-23747549

RESUMO

Estrogen receptor orthologues in molluscs may be targets for endocrine disruptors, although mechanistic evidence is lacking. Molluscs are reported to be highly susceptible to effects caused by very low concentrations of environmental estrogens which, if substantiated, would have a major impact on the risk assessment of many chemicals. The present paper describes the most thorough evaluation to-date of the susceptibility of Marisa cornuarietis ER and ERR gene transcription to modulation by vertebrate estrogens in vivo and in vitro. We investigated the effects of estradiol-17ß and 4-tert-Octylphenol exposure on in vivo estrogen receptor (ER) and estrogen-related receptor (ERR) gene transcription in the reproductive and neural tissues of the gastropod snail M. cornuarietis over a 12-week period. There was no significant effect (p>0.05) of treatment on gene transcription levels between exposed and non-exposed snails. Absence of a direct interaction of estradiol-17ß and 4-tert-Octylphenol with mollusc ER and ERR protein was also supported by in vitro studies in transfected HEK-293 cells. Additional in vitro studies with a selection of other potential ligands (including methyl-testosterone, 17α-ethinylestradiol, 4-hydroxytamoxifen, diethylstilbestrol, cyproterone acetate and ICI182780) showed no interaction when tested using this assay. In repeated in vitro tests, however, genistein (with mcER-like) and bisphenol-A (with mcERR) increased reporter gene expression at high concentrations only (>10(-6)M for Gen and >10(-5)M for BPA, respectively). Like vertebrate estrogen receptors, the mollusc ER protein bound to the consensus vertebrate estrogen-response element (ERE). Together, these data provide no substantial evidence that mcER-like and mcERR activation and transcript levels in tissues are modulated by the vertebrate estrogen estradiol-17ß or 4-tert-Octylphenol in vivo, or that other ligands of vertebrate ERs and ERRs (with the possible exception of genistein and bisphenol A, respectively) would do otherwise.


Assuntos
Estrogênios/toxicidade , Gastrópodes/efeitos dos fármacos , Regulação da Expressão Gênica/efeitos dos fármacos , Poluentes Químicos da Água/toxicidade , Animais , Gônadas/efeitos dos fármacos
9.
Int J Oncol ; 40(5): 1358-64, 2012 May.
Artigo em Inglês | MEDLINE | ID: mdl-22294087

RESUMO

Choriocarcinoma is a highly malignant epithelial tumour that is most often associated with hydatidiform mole and presents the most common emergency medical problem in the management of trophoblast disease. We hypothesise that the hormones/cytokines present within the tumour microenvironment play key roles in the development of choriocarcinoma. In this study we assessed the effects of interleukin-1ß (IL-1ß) on cell death in the presence or absence of the sex hormone progesterone using two choriocarcinoma cell lines (BeWo and JEG-3) as in vitro experimental models. Although IL-1ß induced cell death in both cell lines, the effect was more pronounced in JEG-3 cells, where cell death reached 40% compared to 15% in BeWo cells. Cell death of JEG-3 cells in response to IL-1ß was significantly decreased by co-treatment with 100 nM and 1000 nM progesterone and completely abolished at a progesterone concentration of 1000 nM. Progesterone was also able to induce phosphorylation of ERK1/2 in these cells. Pretreatment of JEG-3 cells with a specific MAPK inhibitor (UO126) inhibited progesterone's inhibitory effect on cell death. Collectively, these data provide evidence of cross-talk between progesterone and IL-1ß in this aggressive and poorly understood tumour that involves activation of a MAPK pathway and involvement of numerous progesterone receptors.


Assuntos
Coriocarcinoma/metabolismo , Interleucina-1beta/metabolismo , Progesterona/metabolismo , Microambiente Tumoral , Neoplasias Uterinas/metabolismo , Butadienos/farmacologia , Morte Celular , Linhagem Celular Tumoral , Coriocarcinoma/imunologia , Coriocarcinoma/patologia , Feminino , Humanos , Proteínas de Membrana/agonistas , Proteínas de Membrana/metabolismo , Proteína Quinase 1 Ativada por Mitógeno/antagonistas & inibidores , Proteína Quinase 1 Ativada por Mitógeno/metabolismo , Proteína Quinase 3 Ativada por Mitógeno/antagonistas & inibidores , Proteína Quinase 3 Ativada por Mitógeno/metabolismo , Nitrilas/farmacologia , Fosforilação , Gravidez , Promegestona/farmacologia , Inibidores de Proteínas Quinases/farmacologia , Receptores de Progesterona/agonistas , Receptores de Progesterona/metabolismo , Transdução de Sinais/efeitos dos fármacos , Fatores de Tempo , Neoplasias Uterinas/imunologia , Neoplasias Uterinas/patologia
10.
Gen Comp Endocrinol ; 173(3): 483-90, 2011 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-21827763

RESUMO

Complimentary DNAs for three beta-adrenergic receptors (ßARs) were isolated and characterised in the fathead minnow. The encoded proteins of 402 (ß(1)AR), 397 (ß(2)AR) and 434 (ß(3)AR) amino acids were homologous to other vertebrate ßARs, and displayed the characteristic seven transmembrane helices of G Protein-coupled receptors. Motifs and amino acids shown to be important for ligand binding were conserved in the fathead minnow receptors. Quantitative RT-PCR revealed the expression of all receptors to be highest in the heart and lowest in the ovary. However, the ß(1)AR was the predominant subtype in the heart (70%), and ß(3)AR the predominant subtype in the ovary (53%). In the brain, ß(1)AR expression was about 200-fold higher than that of ß(2)- and ß(3)AR, whereas in the liver, ß(2)AR expression was about 20-fold and 100-fold higher than ß(3)- and ß(1)AR expression, respectively. Receptor gene expression was modulated by exposure to propranolol (0.001-1mg/L) for 21 days, but not in a consistent, concentration-related manner. These results show that the fathead minnow has a beta-adrenergic receptor repertoire similar to that of mammals, with the molecular signatures required for ligand binding. An exogenous ligand, the beta-blocker propranolol, is able to alter the expression profile of these receptors, although the functional relevance of such changes remains to be determined. Characterisation of the molecular targets for beta-blockers in fish will aid informed environmental risk assessments of these drugs, which are known to be present in the aquatic environment.


Assuntos
Cyprinidae/metabolismo , Receptores Adrenérgicos beta 1/metabolismo , Receptores Adrenérgicos beta 2/metabolismo , Receptores Adrenérgicos beta 3/metabolismo , Motivos de Aminoácidos , Animais , Sítios de Ligação , DNA Complementar/química , Feminino , Filogenia , Estrutura Terciária de Proteína , RNA Mensageiro/metabolismo , Receptores Adrenérgicos beta 1/química , Receptores Adrenérgicos beta 1/fisiologia , Receptores Adrenérgicos beta 2/química , Receptores Adrenérgicos beta 2/fisiologia , Receptores Adrenérgicos beta 3/química , Receptores Adrenérgicos beta 3/fisiologia , Alinhamento de Sequência , Análise de Sequência de Proteína
11.
Int J Mol Med ; 27(6): 767-74, 2011 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-21455559

RESUMO

A vital function of the human placenta is to produce steroid hormones such as progesterone, which are essential for the maintenance of pregnancy and the onset of parturition. Although choriocarcinoma cell lines are valuable placental models for investigations of steroid hormone actions, little is known about the expression of progesterone receptors (PRs) in these cell lines. Therefore, in this study, the expression of membrane and nuclear PRs was investigated in cultures of fusigenic (BeWo) and non-fusigenic (JEG-3) human choriocarcinoma cell lines. In addition, the effects of an inducer of syncytialization (forskolin) on the PR expression in BeWo cells were assessed. Quantitative RT-PCR revealed that in fully syncytialized BeWo cells (treated with 50 µM forskolin for 72 h) there was a significant down-regulation of mPRα and up-regulation of mPRß and of the progesterone membrane component-1 (PGRMC1) when compared with non-syncytialized BeWo cells. Expression of all the mPR and PGRMC1 mRNAs was significantly lower in JEG-3 cells compared to non-syncytialized BeWo cells. Interestingly, expression of PR-B was unaltered between the two BeWo states but was significantly higher in JEG-3 cells. Immunofluorescence analysis revealed that mPR proteins are differentially expressed in these choriocarcinoma cell lines as well as in the human placenta. The data demonstrate that human choriocarcinoma cell lines have a complex system of progesterone signalling involving multiple classes of PRs. The finding that syncytialization is accompanied by changes in the expression of these receptors may suggest that this process influences progesterone signalling.


Assuntos
Proteínas de Membrana/metabolismo , Placenta/metabolismo , Receptores de Progesterona/metabolismo , Linhagem Celular Tumoral , Coriocarcinoma , Colforsina/farmacologia , Feminino , Imunofluorescência , Produtos do Gene env/genética , Produtos do Gene env/metabolismo , Células Gigantes/citologia , Células Gigantes/metabolismo , Humanos , Proteínas de Membrana/genética , Gravidez , Proteínas da Gravidez/genética , Proteínas da Gravidez/metabolismo , Receptores Citoplasmáticos e Nucleares/genética , Receptores Citoplasmáticos e Nucleares/metabolismo , Receptores de Progesterona/genética , Neoplasias Uterinas
12.
Aquat Toxicol ; 95(3): 195-202, 2009 Nov 27.
Artigo em Inglês | MEDLINE | ID: mdl-19819565

RESUMO

The presence of many human pharmaceuticals in the aquatic environment is now a worldwide concern, yet little is known of the chronic effects that these bioactive substances may be having on aquatic organisms. Propranolol, a non-specific beta adrenoreceptor blocker (beta-blocker), is used to treat high blood pressure and heart disease in humans. Propranolol has been found in surface waters worldwide at concentrations ranging from 12 to 590ng/L. To test the potential for ecologically relevant effects in fish in receiving waters, short-term (21 days) adult reproduction studies were conducted, in which fathead minnows were exposed to nominal concentrations of propranolol hydrochloride [CAS number 318-98-9] ranging from 0.001 to 10mg/L (measured concentrations typically from 78 to 130%). Exposure of fish to 3.4mg/L (measured) over 3 days caused 100% mortality or severe toxicity requiring euthanasia. The most sensitive endpoints from the studies were a decrease in hatchability (with regard to the number of days to hatch) and a concentration-related increase in female gonadal somatic index (GSI), giving LOEC(hatchability) and LOEC(female GSI) values of 0.1mg/L. Concentration-related decreases in weights of male fish were also observed, with LOEC(male wet weight value) of 1.0mg/L, and the LOEC(reproduction) value was 1.0mg/L. Collectively, these data do not suggest that propranolol was acting as a reproductive toxin. Plasma concentrations of propranolol in male fish exposed to nominal concentrations of 0.1 and 1.0mg/L were 0.34 and 15.00mg/L, respectively, which constitutes 436 and 1546% of measured water concentrations. These compare with predicted concentrations of 0.07 and 0.84mg/L, and thus to a degree support the use of partition coefficient models for predicting concentrations in plasma in fish. In addition, propranolol plasma concentrations in fish exposed to water concentrations of 0.1 and 1.0mg/L were greater than the human therapeutic plasma concentration and hence these data very strongly support the fish plasma model proposed by Huggett et al. [Huggett, D.B., Cook, J.C., Ericson, J.F., Williams, R.T., 2003a. A theoretical model for utilizing mammalian pharmacology and safety data to prioritize potential impacts of human pharmaceuticals to fish. Hum. Ecol. Risk Assess. 9, 1789-1799].


Assuntos
Antagonistas Adrenérgicos beta/toxicidade , Cyprinidae/fisiologia , Propranolol/toxicidade , Reprodução/efeitos dos fármacos , Poluentes Químicos da Água/toxicidade , Antagonistas Adrenérgicos beta/análise , Antagonistas Adrenérgicos beta/sangue , Animais , Tamanho Corporal/efeitos dos fármacos , Feminino , Masculino , Tamanho do Órgão/efeitos dos fármacos , Oviparidade/efeitos dos fármacos , Propranolol/análise , Propranolol/sangue , Análise de Sobrevida , Água/química , Poluentes Químicos da Água/análise , Poluentes Químicos da Água/sangue , Zigoto/efeitos dos fármacos
13.
Environ Sci Technol ; 41(7): 2643-50, 2007 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-17438828

RESUMO

We have isolated novel molluskan steroid receptor transcripts orthologous to vertebrate estrogen receptors (ERs) and estrogen receptor-related receptors (ERRs) from the freshwater snail Marisa cornuarietis. Radiolabeled ligand binding analyses showed that neither recombinant receptor protein specifically bound 17beta-estradiol over the range applied (0.3-9.6 nM). These novel receptor transcripts have thus been designated mcER-like and mcERR respectively. Quantitative PCR revealed mcER-like to be expressed ubiquitously throughout a range of male and female structures studied, including neural and reproductive tissues. Highest absolute levels were seen in the male penis-sheath complex. The mcERR mRNA was also expressed ubiquitously throughout all male and female tissues analyzed here, with very low absolute transcript numbers in female accessory sex structures compared to other tissues.


Assuntos
Estradiol/metabolismo , RNA Mensageiro/metabolismo , Receptores de Estrogênio/genética , Caramujos/genética , Sequência de Aminoácidos , Análise de Variância , Animais , Clonagem Molecular , Biologia Computacional , DNA Complementar/genética , Feminino , Água Doce , Funções Verossimilhança , Masculino , Modelos Genéticos , Dados de Sequência Molecular , Filogenia , Reação em Cadeia da Polimerase , Ensaio Radioligante , Receptores de Estrogênio/metabolismo , Alinhamento de Sequência , Análise de Sequência de DNA
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