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Fernandes MR, Rodrigues JCG, Maroñas O, Latorre-Pellicer A, Cruz R, Guerreiro JF, Burbano RMR, de Assumpção PP, Ribeiro-Dos-Santos A, Dos Santos SEB, Carracedo A, Dos Santos NPC. Genetic Diversity of Drug-Related Genes in Native Americans of the Brazilian Amazon. PHARMACOGENOMICS & PERSONALIZED MEDICINE 2021; 14:117-133. [PMID: 33519226 PMCID: PMC7837547 DOI: 10.2147/pgpm.s274741] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 10/23/2020] [Indexed: 12/25/2022]
Abstract
Introduction The genetic admixture of the Brazilian population has considerable relevance to the implementation of the principles of pharmacogenomics (PGx), as it may compromise the extrapolation of data obtained in more homogeneous world populations. Purpose This study aims to investigate a panel of 117 polymorphisms in 35 pharmacogenes, which contains label recommendations or clinical evidence by international drug regulatory agencies, in Amazonian Native American populations, and compare the results obtained with continental population data from the 1000 Genomes Project Consortium. Patients and Methods The study population is composed of 109 Native American individuals from three Brazilian Amazon groups. The genotyping of the PGx polymorphisms was performed by allelic discrimination using TaqMan® OpenArray Genotyping with a panel of 120 customized assays on the QuantStudio™ 12K Flex Real-Time PCR System. Results Statistical differences within the Native American populations were observed regarding both genotypes and phenotypes of some genes of the CYP family. The discriminant analysis of principal components (DAPCs) between the NAM group and the continental populations of the 1000 Genomes Project resulted in the clustering of the three Native American populations. Additionally, in general, the NAM group was determined to be closely situated between East Asia, America, and South Asia groups, which enabled us to infer a genetic similarity between these populations. The DAPC analysis further demonstrated that eight polymorphisms and six polymorphisms were more relevant in differentiating the NAM from the continental populations and the NAM populations among themselves, respectively. Conclusion Some investigated polymorphisms show differences among world populations, particularly with populations of European origin, for whom precision medicine protocols are primarily designed. The accumulated knowledge regarding these variations may assist in the design of specific protocols for Native American populations and populations admixed with them.
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Affiliation(s)
- Marianne Rodrigues Fernandes
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém, Pará, Brazil.,Departamento de ensino e pesquisa, Hospital Ophir Loyola, Belém, Pará, Brazil
| | | | - Olalla Maroñas
- Grupo de Medicina Xenómica, Centro Nacional de Genotipado (CEGEN-PRB3), Universidade de Santiago de Compostela, Santiago de Compostela, España
| | - Ana Latorre-Pellicer
- Grupo de Medicina Xenómica, Centro Nacional de Genotipado (CEGEN-PRB3), Universidade de Santiago de Compostela, Santiago de Compostela, España.,Unidad de Genética Clínica y Genómica Funcional, Departamento de Farmacología-Fisiología, Escuela de Medicina, Universidad de Zaragoza, IIS-Aragón, E-50009 Zaragoza, España
| | - Raquel Cruz
- Centro de Investigación Biomédica en Enfermedades Raras (CIBERER), Grupo de Medicina Genómica, CIMUS, Universidad de Santiago de Compostela, Santiago de Compostela, España
| | - João Farias Guerreiro
- Laboratório de Genética Humana e Médica, Universidade Federal do Pará, Belém, Pará, Brazil
| | - Rommel Mario Rodriguez Burbano
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém, Pará, Brazil.,Departamento de ensino e pesquisa, Hospital Ophir Loyola, Belém, Pará, Brazil
| | | | - Andrea Ribeiro-Dos-Santos
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém, Pará, Brazil.,Laboratório de Genética Humana e Médica, Universidade Federal do Pará, Belém, Pará, Brazil
| | - Sidney Emanuel Batista Dos Santos
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém, Pará, Brazil.,Laboratório de Genética Humana e Médica, Universidade Federal do Pará, Belém, Pará, Brazil
| | - Angel Carracedo
- Grupo de Medicina Xenómica, Centro Nacional de Genotipado (CEGEN-PRB3), Universidade de Santiago de Compostela, Santiago de Compostela, España.,Centro de Investigación Biomédica en Enfermedades Raras (CIBERER), Grupo de Medicina Genómica, CIMUS, Universidad de Santiago de Compostela, Santiago de Compostela, España.,Fundación Pública de Medicina Xenómica, Instituto de Investigación Sanitaria de Santiago de Compostela (FIDIS), Universidade de Santiago de Compostela, Santiago de Compostela, España
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Alves AA, Franco FC, Godoy FR, Aguiar Ramos JS, Nunes HF, Soares TN, de Melo E Silva D. The importance of understanding the distribution of GSTM1 and GSTT1 genotypes and haplotypes in a region with intense agriculture activity. Heliyon 2019; 5:e02815. [PMID: 31872100 PMCID: PMC6911878 DOI: 10.1016/j.heliyon.2019.e02815] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2019] [Revised: 08/09/2019] [Accepted: 11/07/2019] [Indexed: 12/21/2022] Open
Abstract
Brazil is one of the largest pesticide consumers in the world, mainly due to its intense agricultural activity. The State of Goias, situated in Central Brazil, is a region recognized as an essential producer of soy, corn, beans, sorghum, sugar cane, and cotton. In this study, we evaluated 602 unrelated individuals, distributed in central and southern regions in Goias, presenting combined frequencies (haplotypes) of the GSTT1 and GSTM1 genes. In all municipalities, the frequency of the GSTT1 null genotype was 38.2% and of the GSTM1 null genotype was 50.3%. Goiania, the capital of Goias, presented the highest frequencies of GSTT1 and GSTM1 null genotypes, probably due to a founder effect of non-representative colonizing ancestors. So, the ancestral population adapted to the environment, with the frequencies observed in Goiania. However, nowadays, as there is excessive use of pesticides, the community becomes susceptible to the harmful effects of xenobiotics exposure, mainly due to the high frequency of GSTT1 and GSTM1 null genotypes. As in Goias, the consumption of pesticides has shown considerable growth, haplotypes with null alleles are of high risk for the population. Our results indicated that it is essential to understand the frequencies of the GSTT1 and GSTM1 genes for the monitoring of risk groups, like farmers, who have contact with pesticides, directly or indirectly, as well as assisting in the development of preventive medicine practices.
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Affiliation(s)
- Alessandro Arruda Alves
- Laboratório de Mutagênese, Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal de Goiás, Goiânia, Goiás, Brasil
| | - Fernanda Craveiro Franco
- Laboratório de Virologia Animal, Instituto de Patologia Tropical, Universidade Federal de Goiás, Goiânia, Goiás, Brasil
| | - Fernanda Ribeiro Godoy
- Laboratório de Mutagênese, Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal de Goiás, Goiânia, Goiás, Brasil.,Escola de Ciências Biológicas e Agrárias, Campus II, Núcleo de Pesquisas Replicon, Pontifícia Universidade Católica de Goiás, Goiânia, Goiás, Brasil
| | - Jheneffer Sonara Aguiar Ramos
- Laboratório de Mutagênese, Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal de Goiás, Goiânia, Goiás, Brasil
| | - Hugo Freire Nunes
- Laboratório de Mutagênese, Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal de Goiás, Goiânia, Goiás, Brasil
| | - Thannya Nascimento Soares
- Laboratório de Genética e Biodiversidade, Programa de Pós-Graduação em Genética e Biologia Molecular. Universidade Federal de Goiás, Goiânia, Goiás, Brasil
| | - Daniela de Melo E Silva
- Laboratório de Mutagênese, Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal de Goiás, Goiânia, Goiás, Brasil.,Laboratório de Genética e Biodiversidade, Programa de Pós-Graduação em Genética e Biologia Molecular. Universidade Federal de Goiás, Goiânia, Goiás, Brasil
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3
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Palma-Cano LE, Córdova EJ, Orozco L, Martínez-Hernández A, Cid M, Leal-Berumen I, Licón-Trillo A, Lechuga-Valles R, González-Ponce M, González-Rodríguez E, Moreno-Brito V. GSTT1 and GSTM1 null variants in Mestizo and Amerindian populations from northwestern Mexico and a literature review. Genet Mol Biol 2017; 40:727-735. [PMID: 29111561 PMCID: PMC5738617 DOI: 10.1590/1678-4685-gmb-2016-0142] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Accepted: 04/05/2017] [Indexed: 12/21/2022] Open
Abstract
The GSTT1 and GSTM1 genes are key molecules in
cellular detoxification. Null variants in these genes are associated with
increase susceptibility to developing different types of cancers. The aim of
this study was to determine the prevalence of GSTT1 and
GSTM1 null genotypes in Mestizo and Amerindian individuals
from the Northwestern region of Mexico, and to compare them with those reported
worldwide. GSTT1 and GSTM1 null variants were
genotyped by multiplex PCR in 211 Mestizos and 211 Amerindian individuals.
Studies reporting on frequency of GSTT1 and
GSTM1 null variants worldwide were identified by a PubMed
search and their geographic distribution were analyzed. We found no significant
differences in the frequency of the null genotype for GSTT1 and
GSM1 genes between Mestizo and Amerindian individuals.
Worldwide frequencies of the GSTT1 and GSTM1
null genotypes ranges from 0.10 to 0.51, and from 0.11 to 0.67, respectively.
Interestingly, in most countries the frequency of the GSTT1
null genotype is common or frequent (76%), whereas the frequency of the
GSMT1 null genotype is very frequent or extremely frequent
(86%). Thus, ethnic-dependent differences in the prevalence of
GSTT1 and GSTM1 null variants may
influence the effect of environmental carcinogens in cancer risk.
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Affiliation(s)
- Luz Elena Palma-Cano
- Department of Biochemistry, Faculty of Medicine and Biomedical Science, Autonomus University of Chihuahua, Chihuahua, Chihuahua, Mexico
| | - Emilio J Córdova
- Department of Clinical Research, National Institute of Genomic Medicine, Mexico City, Mexico
| | - Lorena Orozco
- Department of Clinical Research, National Institute of Genomic Medicine, Mexico City, Mexico
| | | | - Miguel Cid
- Department of Clinical Research, National Institute of Genomic Medicine, Mexico City, Mexico
| | - Irene Leal-Berumen
- Department of Biochemistry, Faculty of Medicine and Biomedical Science, Autonomus University of Chihuahua, Chihuahua, Chihuahua, Mexico
| | - Angel Licón-Trillo
- Department of Biochemistry, Faculty of Medicine and Biomedical Science, Autonomus University of Chihuahua, Chihuahua, Chihuahua, Mexico
| | - Ruth Lechuga-Valles
- Department of Molecular Biology, Faculty of Zootechnics and Ecology, Autonomus University of Chihuahua, Chihuahua, Chihuahua, Mexico
| | - Mauricio González-Ponce
- Department of Biochemistry, Faculty of Medicine and Biomedical Science, Autonomus University of Chihuahua, Chihuahua, Chihuahua, Mexico
| | - Everardo González-Rodríguez
- Department of Molecular Biology, Faculty of Zootechnics and Ecology, Autonomus University of Chihuahua, Chihuahua, Chihuahua, Mexico
| | - Verónica Moreno-Brito
- Department of Biochemistry, Faculty of Medicine and Biomedical Science, Autonomus University of Chihuahua, Chihuahua, Chihuahua, Mexico
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Biomarkers of mercury exposure in the Amazon. BIOMED RESEARCH INTERNATIONAL 2014; 2014:867069. [PMID: 24895619 PMCID: PMC4020561 DOI: 10.1155/2014/867069] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/20/2013] [Accepted: 04/08/2014] [Indexed: 11/22/2022]
Abstract
Mercury exposure in the Amazon has been studied since the 1980s decade and the assessment of human mercury exposure in the Amazon is difficult given that the natural occurrence of this metal is high and the concentration of mercury in biological samples of this population exceeds the standardized value of normality established by WHO. Few studies have focused on the discovery of mercury biomarkers in the region's population. In this way, some studies have used genetics as well as immunological and cytogenetic tools in order to find a molecular biomarker for assessing the toxicological effect of mercury in the Amazonian population. Most of those studies focused attention on the relation between mercury exposure and autoimmunity and, because of that, they will be discussed in more detail. Here we introduce the general aspects involved with each biomarker that was studied in the region in order to contextualize the reader and add information about the Amazonian life style and health that may be considered for future studies. We hope that, in the future, the toxicological studies in this field use high technological tools, such as the next generation sequencing and proteomics skills, in order to comprehend basic questions regarding the metabolic route of mercury in populations that are under constant exposure, such as in the Amazon.
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