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1.
Am J Med Genet B Neuropsychiatr Genet ; 180(8): 609-621, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-30525300

RESUMO

Genome-wide association studies have revolutionized our understanding of the genetic architecture of complex traits and diseases over the last decade. This knowledge is enabling clinicians, researchers, and direct-to-consumer genetics companies to conduct disease susceptibility testing based on powerful methods such as polygenic risk scoring. However, these technologies raise a set of complex ethical, legal, social, and policy considerations. Here we review and discuss a series of ethical dilemmas associated with susceptibility genetic testing for the two most common late-onset neurodegenerative diseases, Alzheimer's and Parkinson's disease, including testing in asymptomatic individuals. Among others, these include informed consent, disclosure of results and unexpected findings, mandatory screening, privacy and confidentiality, and stigma and genetic discrimination. Importantly, appropriate counseling is a deciding factor for the ethical soundness of genetic testing, which poses a challenge for the regulation of these tests and the training of healthcare professionals. As genetic knowledge about these diseases continues growing and genetic testing becomes more widespread, it is increasingly important to raise awareness among researchers, medical practitioners, genetic counselors, and decision makers about the ethical, legal, and social issues associated with genetic testing for polygenic diseases.


Assuntos
Testes Genéticos/ética , Doenças Neurodegenerativas/genética , Confidencialidade , Tomada de Decisões , Aconselhamento Genético/ética , Aconselhamento Genético/tendências , Predisposição Genética para Doença/genética , Testes Genéticos/métodos , Estudo de Associação Genômica Ampla/ética , Humanos , Consentimento Livre e Esclarecido
2.
Bioinformatics ; 32(9): 1293-300, 2016 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-26769317

RESUMO

MOTIVATION: As genomics moves into the clinic, there has been much interest in using this medical data for research. At the same time the use of such data raises many privacy concerns. These circumstances have led to the development of various methods to perform genome-wide association studies (GWAS) on patient records while ensuring privacy. In particular, there has been growing interest in applying differentially private techniques to this challenge. Unfortunately, up until now all methods for finding high scoring SNPs in a differentially private manner have had major drawbacks in terms of either accuracy or computational efficiency. RESULTS: Here we overcome these limitations with a substantially modified version of the neighbor distance method for performing differentially private GWAS, and thus are able to produce a more viable mechanism. Specifically, we use input perturbation and an adaptive boundary method to overcome accuracy issues. We also design and implement a convex analysis based algorithm to calculate the neighbor distance for each SNP in constant time, overcoming the major computational bottleneck in the neighbor distance method. It is our hope that methods such as ours will pave the way for more widespread use of patient data in biomedical research. AVAILABILITY AND IMPLEMENTATION: A python implementation is available at http://groups.csail.mit.edu/cb/DiffPriv/ CONTACT: bab@csail.mit.edu SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Assuntos
Estudo de Associação Genômica Ampla/ética , Genômica , Algoritmos , Humanos , Polimorfismo de Nucleotídeo Único , Privacidade
3.
Am J Hum Genet ; 90(4): 591-8, 2012 Apr 06.
Artigo em Inglês | MEDLINE | ID: mdl-22463877

RESUMO

Recent advances in genome-scale, system-level measurements of quantitative phenotypes (transcriptome, metabolome, and proteome) promise to yield unprecedented biological insights. In this environment, broad dissemination of results from genome-wide association studies (GWASs) or deep-sequencing efforts is highly desirable. However, summary results from case-control studies (allele frequencies) have been withdrawn from public access because it has been shown that they can be used for inferring participation in a study if the individual's genotype is available. A natural question that follows is how much private information is contained in summary results from quantitative trait GWAS such as regression coefficients or p values. We show that regression coefficients for many SNPs can reveal the person's participation and for participants his or her phenotype with high accuracy. Our power calculations show that regression coefficients contain as much information on individuals as allele frequencies do, if the person's phenotype is rather extreme or if multiple phenotypes are available as has been increasingly facilitated by the use of multiple-omics data sets. These findings emphasize the need to devise a mechanism that allows data sharing that will facilitate scientific progress without sacrificing privacy protection.


Assuntos
Estudo de Associação Genômica Ampla/ética , Disseminação de Informação/ética , Privacidade , Locos de Características Quantitativas , Feminino , Frequência do Gene , Genômica/ética , Humanos , Masculino , Metabolômica/ética , Proteômica/ética , Transcriptoma
4.
Blood ; 122(22): 3575-82, 2013 Nov 21.
Artigo em Inglês | MEDLINE | ID: mdl-24021670

RESUMO

The development of novel technologies for high-throughput DNA sequencing is having a major impact on our ability to measure and define normal and pathologic variation in humans. This review discusses advances in DNA sequencing that have been applied to benign hematologic disorders, including those affecting the red blood cell, the neutrophil, and other white blood cell lineages. Relevant examples of how these approaches have been used for disease diagnosis, gene discovery, and studying complex traits are provided. High-throughput DNA sequencing technology holds significant promise for impacting clinical care. This includes development of improved disease detection and diagnosis, better understanding of disease progression and stratification of risk of disease-specific complications, and development of improved therapeutic strategies, particularly patient-specific pharmacogenomics-based therapy, with monitoring of therapy by genomic biomarkers.


Assuntos
Doenças Hematológicas/genética , Hematologia/métodos , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Exoma , Estudos de Associação Genética , Estudo de Associação Genômica Ampla/ética , Estudo de Associação Genômica Ampla/métodos , Doenças Hematológicas/sangue , Doenças Hematológicas/diagnóstico , Hematologia/ética , Sequenciamento de Nucleotídeos em Larga Escala/ética , Humanos
5.
Med Sci (Paris) ; 31(1): 105-10, 2015 Jan.
Artigo em Francês | MEDLINE | ID: mdl-25658738

RESUMO

A new genetic study focussing on the degree of violence in criminals and using both candidate gene and GWAS approaches finds statistically significant associations of extreme violent behaviour with low activity alleles of monoamine oxydase A (MAOA) and with the CD13 gene. However, the alleles implicated are common in the general population, thus they cannot be causal, and only represent potential indicators of increased risk.


Assuntos
Agressão , Transtorno da Personalidade Antissocial/genética , Violência , Crime , Genética Populacional/ética , Genética Populacional/normas , Estudo de Associação Genômica Ampla/ética , Estudo de Associação Genômica Ampla/normas , Humanos , Monoaminoxidase/genética , Receptor 5-HT2B de Serotonina/genética , Violência/psicologia
6.
Clin Chem ; 60(5): 724-33, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24227285

RESUMO

BACKGROUND: Extraordinary technological advances and decreases in the cost of DNA sequencing have made the possibility of whole genome sequencing (WGS) as a highly accessible clinical test for numerous indications feasible. There have been many recent, successful applications of WGS in establishing the etiology of complex diseases and guiding therapeutic decision-making in neoplastic and nonneoplastic diseases and in various aspects of reproductive health. However, there are major, but not insurmountable, obstacles to the increased clinical implementation of WGS, such as hidden costs, issues surrounding sequencing and analysis, quality assurance and standardization protocols, ethical dilemmas, and difficulties with interpretation of the results. CONTENT: The widespread use of WGS in routine clinical practice remains a distant proposition. Prospective trials will be needed to establish if, and for whom, the benefits of WGS will outweigh the likely substantial costs associated with follow-up tests, the risks of overdiagnosis and overtreatment, and the associated emotional distress. SUMMARY: WGS should be carefully implemented in the clinic to allow the realization of its potential to improve patient health in specific indications. To minimize harm the use of WGS for all other reasons must be carefully evaluated before clinical implementation.


Assuntos
Doença/genética , Testes Genéticos/métodos , Genoma Humano/genética , Estudo de Associação Genômica Ampla/métodos , Custos e Análise de Custo , Predisposição Genética para Doença , Testes Genéticos/economia , Testes Genéticos/ética , Testes Genéticos/normas , Estudo de Associação Genômica Ampla/economia , Estudo de Associação Genômica Ampla/ética , Estudo de Associação Genômica Ampla/normas , Humanos , Controle de Qualidade
7.
Clin Genet ; 86(3): 199-206, 2014 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-24646408

RESUMO

As genetic and genomic studies grow in scale, there are ethical concerns related to the collection and use of genetic information. The emergence of large public databases potentially redefine the terms of participation in genetic and genomic research, and suggests the changing application of traditional ethical principles such as privacy or consent. For this study, we wanted to see whether such developments are reflected in the informed consent processes in human genetic and genomic studies. Therefore, we performed a systematic review of the empirical studies that examined informed consent involving large genetic databases in human genetic and genomic studies, grouped the identified issues related to the different stakeholders (including subjects, researchers, and institutional review boards) and discussed the limitations and implications of these findings. Major themes related to the place of bioethical considerations, procured tissues, people involved, process of informed consent and study procedures. Frequently raised issues included confidentiality of participants, documentation of informed consent, public attitudes, future use of participant samples or data, and disclosure of results. Awareness and attention to these bioethical issues as well as assiduousness in managing these concerns in genetic/genomic research would further strengthen and safeguard the rights, safety and well-being of genetic research participants.


Assuntos
Bases de Dados Genéticas/ética , Estudo de Associação Genômica Ampla/ética , Sequenciamento de Nucleotídeos em Larga Escala/ética , Consentimento Livre e Esclarecido/ética , Bancos de Tecidos/ética , Bases de Dados Genéticas/legislação & jurisprudência , Estudo de Associação Genômica Ampla/métodos , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Humanos , Consentimento Livre e Esclarecido/normas
8.
Annu Rev Genomics Hum Genet ; 10: 193-209, 2009.
Artigo em Inglês | MEDLINE | ID: mdl-19630558

RESUMO

An ethical quandary is emerging over custodianship of and access to DNA specimens and attached data, clinical and genetic, held in large disease cohort collections. The balance of patients' rights and science/society's quest for broad open access must be resolved in order to realize the promise of gene association studies of complex human disease. A way forward may be to convene a colloquium of international medical and science organizations charged with developing global consensus guidance and ethical principles for access to and use of genomic biobanks.


Assuntos
Bancos de Espécimes Biológicos/ética , DNA/análise , Genoma Humano , Estudo de Associação Genômica Ampla , Genótipo , DNA/genética , Privacidade Genética , Estudo de Associação Genômica Ampla/ética , Guias como Assunto , Humanos
9.
Genet Med ; 14(4): 424-31, 2012 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-22361898

RESUMO

PURPOSE: Return of individual genetic results to research participants, including participants in archives and biorepositories, is receiving increased attention. However, few groups have deliberated on specific results or weighed deliberations against relevant local contextual factors. METHODS: The Electronic Medical Records and Genomics (eMERGE) Network, which includes five biorepositories conducting genome-wide association studies, convened a return of results oversight committee to identify potentially returnable results. Network-wide deliberations were then brought to local constituencies for final decision making. RESULTS: Defining results that should be considered for return required input from clinicians with relevant expertise and much deliberation. The return of results oversight committee identified two sex chromosomal anomalies, Klinefelter syndrome and Turner syndrome, as well as homozygosity for factor V Leiden, as findings that could warrant reporting. Views about returning findings of HFE gene mutations associated with hemochromatosis were mixed due to low penetrance. Review of electronic medical records suggested that most participants with detected abnormalities were unaware of these findings. Local considerations relevant to return varied and, to date, four sites have elected not to return findings (return was not possible at one site). CONCLUSION: The eMERGE experience reveals the complexity of return of results decision making and provides a potential deliberative model for adoption in other collaborative contexts.


Assuntos
Pesquisa Biomédica/estatística & dados numéricos , Estudo de Associação Genômica Ampla/estatística & dados numéricos , Sujeitos da Pesquisa , Pesquisa Biomédica/ética , Fator V/genética , Genética Médica/ética , Genética Médica/estatística & dados numéricos , Estudo de Associação Genômica Ampla/ética , Homozigoto , Humanos , Achados Incidentais , Síndrome de Klinefelter/diagnóstico , Síndrome de Klinefelter/genética , Informática Médica/ética , Informática Médica/estatística & dados numéricos , Aberrações dos Cromossomos Sexuais , Revelação da Verdade/ética , Síndrome de Turner/diagnóstico , Síndrome de Turner/genética
11.
BMC Med Ethics ; 12: 5, 2011 Mar 18.
Artigo em Inglês | MEDLINE | ID: mdl-21418562

RESUMO

BACKGROUND: Genome-wide association studies (GWAS) provide a powerful means of identifying genetic variants that play a role in common diseases. Such studies present important ethical challenges. An increasing number of GWAS is taking place in lower income countries and there is a pressing need to identify the particular ethical challenges arising in such contexts. In this paper, we draw upon the experiences of the MalariaGEN Consortium to identify specific ethical issues raised by such research in Africa, Asia and Oceania. DISCUSSION: We explore ethical issues in three key areas: protecting the interests of research participants, regulation of international collaborative genomics research and protecting the interests of scientists in low income countries. With regard to participants, important challenges are raised about community consultation and consent. Genomics research raises ethical and governance issues about sample export and ownership, about the use of archived samples and about the complexity of reviewing such large international projects. In the context of protecting the interests of researchers in low income countries, we discuss aspects of data sharing and capacity building that need to be considered for sustainable and mutually beneficial collaborations. SUMMARY: Many ethical issues are raised when genomics research is conducted on populations that are characterised by lower average income and literacy levels, such as the populations included in MalariaGEN. It is important that such issues are appropriately addressed in such research. Our experience suggests that the ethical issues in genomics research can best be identified, analysed and addressed where ethics is embedded in the design and implementation of such research projects.


Assuntos
Bases de Dados Factuais/ética , Países em Desenvolvimento , Estudo de Associação Genômica Ampla/ética , Genômica/ética , Consentimento Livre e Esclarecido/ética , Malária , Experimentação Humana não Terapêutica/ética , Pesquisadores , Sujeitos da Pesquisa , Comitês de Ética em Pesquisa , Ética em Pesquisa , Humanos , Renda , Cooperação Internacional , Malária/genética , Propriedade , Justiça Social
12.
Circ Genom Precis Med ; 14(4): e000084, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34304578

RESUMO

Historically marginalized racial and ethnic groups and Indigenous peoples are burdened by significant health inequities that are compounded by their underrepresentation in genetic and genomic research. Of all genome-wide association study participants, ≈79% are of European descent, despite this group constituting only 16% of the global population. For underrepresented populations, polygenic risk scores derived from these studies are less accurate in predicting disease phenotypes, novel population-specific genetic variations may be misclassified as potentially pathogenic, and there is a lack of understanding of how different populations metabolize drugs. Although inclusion of marginalized racial and ethnic groups and Indigenous peoples in genetic and genomic research is crucial, scientific studies must be guided by ethical principles of respect, honesty, justice, reciprocity, and care for individuals and communities. Special considerations are needed to support research that benefits the scientific community as well as Indigenous peoples and marginalized groups. Before a project begins, collaboration with community leaders and agencies can lead to successful implementation of the study. Throughout the study, consideration must be given to issues such as implications of informed consent for individuals and communities, dissemination of findings through scientific and community avenues, and implications of community identity for data governance and sharing. Attention to these issues is critical, given historical harms in biomedical research that marginalized groups and Indigenous peoples have suffered. Conducting genetic and genomic research in partnership with Indigenous peoples and marginalized groups guided by ethical principles provides a pathway for scientific advances that will enhance prevention and treatment of cardiovascular disease for everyone.


Assuntos
Doenças Cardiovasculares , Estudo de Associação Genômica Ampla/ética , Genômica/ética , Desigualdades de Saúde , Povos Indígenas/genética , Consentimento Livre e Esclarecido , American Heart Association , Doenças Cardiovasculares/tratamento farmacológico , Doenças Cardiovasculares/etnologia , Doenças Cardiovasculares/genética , Humanos , Testes Farmacogenômicos , Guias de Prática Clínica como Assunto , Estados Unidos
16.
J Med Ethics ; 36(7): 440-4, 2010 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-20558435

RESUMO

This paper examines some ethical issues arising from whole-genome association studies for multigenic diseases, focusing on the case of autism. Events occurring following the announcement of a genetic test for autism in France (2005-2009) are described to exemplify the ethical controversies that can arise when genetic testing for autism is applied prematurely and inappropriately promoted by biotech companies. The authors argue that genetic tests assessing one or a few genes involved in highly multigenic disorders can only be useful if: (1) the genetic linkage found in the scientific study must be statistically convincing, reproducible and also applicable to the population to which the individual considered belongs (scientific validity); (2) the relative risk conferred by the 'high-risk' allele should be high enough to be significant to the patient (significant impact); (3) use of the test should lead to some improvement of outcome for the patient, resulting from adapted treatment if available, or at least from adjustment of lifestyle (or life goals) prompted by the new knowledge generated (clinical utility). Decisions concerning genetic testing for autism involve scientific judgement, value judgement and good knowledge of a constantly evolving therapeutic environment. The implementation of genetic tests for highly multigenic diseases thus requires strong mechanisms to ensure that they are used in a fashion that can benefit patients, and these mechanisms must be able to cope with rapid progress in scientific knowledge and therapeutic intervention.


Assuntos
Transtorno Autístico/genética , Comércio , Testes Genéticos/ética , Estudo de Associação Genômica Ampla/ética , Genômica/ética , Ligação Genética , Humanos
17.
Pac Symp Biocomput ; 24: 386-390, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30864339

RESUMO

High-throughput technologies for biological data acquisition are advancing at an increasing pace. Most prominently, the decreasing cost of DNA sequencing has led to an exponential growth of sequence information, including individual human genomes. This session of the 2019 Pacific Symposium on Biocomputing presents the distinctive privacy and ethical challenges related to the generation, storage, processing, study, and sharing of individuals' biological data generated by multitude of technologies including but not limited to genomics, proteomics, metagenomics, bioimaging, biosensors, and personal health trackers. The mission is to bring together computational biologists, experimental biologists, computer scientists, ethicists, and policy and lawmakers to share ideas, discuss the challenges related to biological data and privacy.


Assuntos
Big Data , Biologia Computacional/ética , Confidencialidade/ética , Privacidade Genética/ética , Registros Eletrônicos de Saúde/ética , Estudo de Associação Genômica Ampla/ética , Genômica/ética , Sequenciamento de Nucleotídeos em Larga Escala/ética , Humanos , Análise de Sequência de DNA/ética
18.
Med Sci (Paris) ; 34(12): 1100-1104, 2018 Dec.
Artigo em Francês | MEDLINE | ID: mdl-30623772

RESUMO

In France, genetic data are not covered by property laws. They are considered to be equivalent to a part of the human body, to be protected rather than as something of economic value. However, in this highly competitive world, France must find solutions to increase the scientific and economic values of its genetic data. One possibility would be to define genetic data as raw information with no value for use. The choice of such a value of use (clinical, scientific, economic, etc.), following various key analysis and treatment processes will thus transform genetic data into useful information. In this case, and under certain conditions, intellectual property law could consider this information to be an original creation with an economic value, whilst maintaining current levels of protection for genetic data. France thus faces a choice between changing its laws concerning the protection of genetic data, bringing them into line with the North American approach, according to which data are a form of capital that everyone has the right to increase or sell, and making the distinction between genetic data and information clearer.


Assuntos
Acesso à Informação , Bases de Dados Genéticas , Propriedade Intelectual , Propriedade , Acesso à Informação/ética , Confidencialidade/ética , Bases de Dados Genéticas/ética , Bases de Dados Genéticas/normas , Bases de Dados Genéticas/tendências , França , Testes Genéticos/ética , Testes Genéticos/métodos , Estudo de Associação Genômica Ampla/ética , Estudo de Associação Genômica Ampla/tendências , Humanos , Propriedade/ética , Propriedade/tendências
19.
Hastings Cent Rep ; 48 Suppl 2: S2-S6, 2018 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-30133723

RESUMO

Many scientists and doctors hope that affordable genome sequencing will lead to more personalized medical care and improve public health in ways that will benefit children, families, and society more broadly. One hope in particular is that all newborns could be sequenced at birth, thereby setting the stage for a lifetime of medical care and self-directed preventive actions tailored to each child's genome. Indeed, commentators often suggest that universal genome sequencing is inevitable. Such optimism can come with the presumption that discussing the potential limits, cost, and downsides of widespread application of genomic technologies is pointless, excessively pessimistic, or overly cautious. We disagree. Given the pragmatic challenges associated with determining what sequencing data mean for the health of individuals, the economic costs associated with interpreting and acting on such data, and the psychosocial costs of predicting one's own or one's child's future life plans based on uncertain testing results, we think this hope and optimism deserve to be tempered. In the analysis that follows, we distinguish between two reasons for using sequencing: to diagnose individual infants who have been identified as sick and to screen populations of infants who appear to be healthy. We also distinguish among three contexts in which sequencing for either diagnosis or screening could be deployed: in clinical medicine, in public health programs, and as a direct-to-consumer service. Each of these contexts comes with different professional norms, policy considerations, and public expectations. Finally, we distinguish between two main types of genome sequencing: targeted sequencing, where only specific genes are sequenced or analyzed, and whole-exome or whole-genome sequencing, where all the DNA or all the coding segments of all genes are sequenced and analyzed. In a symptomatic newborn, targeted or genome-wide sequencing can help guide other tests for diagnosis or for specific treatment that is urgently needed. Clinicians use the infant's symptoms (or phenotype) to interrogate the sequencing data. These same complexities and uncertainties, however, limit the usefulness of genome-wide sequencing as a population screening tool. While we recognize considerable benefit in using targeted sequencing to screen for or detect specific conditions that meet the criteria for inclusion in newborn screening panels, use of genome-wide sequencing as a sole screening tool for newborns is at best premature. We conclude that sequencing technology can be beneficially used in newborns when that use is nuanced and attentive to context.


Assuntos
Testes Genéticos/ética , Testes Genéticos/métodos , Triagem Neonatal/ética , Triagem Neonatal/métodos , Sequenciamento Completo do Genoma/ética , Diagnóstico Diferencial , Família/psicologia , Estudo de Associação Genômica Ampla/ética , Estudo de Associação Genômica Ampla/métodos , Humanos , Recém-Nascido , National Institutes of Health (U.S.) , Saúde Pública/ética , Saúde Pública/métodos , Análise de Sequência de DNA/ética , Análise de Sequência de DNA/métodos , Estados Unidos , Sequenciamento do Exoma/ética , Sequenciamento do Exoma/métodos , Sequenciamento Completo do Genoma/métodos
20.
Eur J Hum Genet ; 25(11): 1189-1194, 2017 11.
Artigo em Inglês | MEDLINE | ID: mdl-28832567

RESUMO

In the wake of recent regulations targeting direct-to-consumer genetic testing (DTC-GT), an increasing number of websites have emerged that offer consumers alternative means to derive health information from their DTC-GT raw data. While the ethical concerns associated with DTC-GT have been extensively discussed in the literature, the implications of third party interpretation (TPI) websites have remained largely unexplored. Here we sought to describe these services and elucidate their ethical implications in the context of the current DTC-GT debate. We reviewed five popular TPI websites that use SNP-based genomic data to report health-related information: Promethease, Interpretome, LiveWello, Codegen.eu, and Enlis Personal. We found that many of the ethical concerns previously described in DTC-GT also applied to TPI websites, including inadequate informed consent, questionable clinical validity and utility, and lack of medical supervision. However, some concerns about data usage and privacy reported in DTC-GT were less prominent in the five TPI websites we studied: none of them sold or shared user data, and 3/5 sites did not retain data in the long term. In addition, while exaggerated claims and inaccurate advertising have been frequently problematic in DTC-GT, advertising was minimal in the TPI sites we assessed, and 4/5 made no claims of health benefits. Overall, TPI adds a new dimension to the ethical debate surrounding DTC-GT, and awareness of these services will become increasingly important as personal genomics continues to expand. This study constitutes the first detailed ethical analysis of these services, and presents a starting point for further research and ethical reflection.


Assuntos
Triagem e Testes Direto ao Consumidor/ética , Testes Genéticos/ética , Triagem e Testes Direto ao Consumidor/legislação & jurisprudência , Testes Genéticos/legislação & jurisprudência , Estudo de Associação Genômica Ampla/ética , Humanos
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