1
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Chong CS, Limviphuvadh V, Maurer-Stroh S. Global spectrum of population-specific common missense variation in cytochrome P450 pharmacogenes. Hum Mutat 2021; 42:1107-1123. [PMID: 34153149 DOI: 10.1002/humu.24243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 04/12/2021] [Accepted: 06/08/2021] [Indexed: 11/06/2022]
Abstract
Next-generation sequencing technology has afforded the discovery of many novel variants that are of significance to inheritable pharmacogenomics (PGx) traits but a large proportion of them have unknown consequences. These include missense variants resulting in single amino acid substitutions in cytochrome P450 (CYP) proteins that can impair enzyme function, leading to altered drug efficacy and toxicity. While most unknown variants are rare, an overlooked minority are variants that are collectively rare but enriched in specific populations. Here, we analyzed sequence variation data in 141,456 individuals from across eight study populations in gnomAD for 38 CYP genes to identify such variants in addition to common variants. By further comparison with data from two PGx-specific databases (PharmVar and PharmGKB) and ClinVar, we identified 234 missense variants in 35 CYP genes, of which 107 were unknown to these databases. Most unknown variants (n = 83) were population-specific common variants and several (n = 7) were found in important CYP pharmacogenes (CYP2D6, CYP4F2, and CYP2C19). Overall, 29% (n = 31) of 107 unknown variants were predicted to affect CYP enzyme function although further biochemical characterization is necessary. These variants may elucidate part of the unexplained interpopulation differences observed in drug response.
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Affiliation(s)
- Cheng-Shoong Chong
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.,Innovations in Food and Chemical Safety Programme (IFCS), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.,National University of Singapore Graduate School for Integrative Sciences and Engineering (NGS), National University of Singapore, Singapore, Singapore
| | - Vachiranee Limviphuvadh
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.,Innovations in Food and Chemical Safety Programme (IFCS), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Sebastian Maurer-Stroh
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.,Innovations in Food and Chemical Safety Programme (IFCS), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.,National University of Singapore Graduate School for Integrative Sciences and Engineering (NGS), National University of Singapore, Singapore, Singapore.,Department of Biological Sciences, National University of Singapore, Singapore, Singapore
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2
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P Sarmiento A, Dorado P, Borbón A, de Andrés F, LLerena A. High prevalence of CYP2D6 ultrarapid metabolizers in a mestizo Colombian population in relation to Hispanic mestizo populations. Pharmacogenomics 2020; 21:1227-1236. [PMID: 33124522 DOI: 10.2217/pgs-2020-0102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Background: Interethnic differences in CYP2D6 allele frequency have been demonstrated across Latin-American countries. Only one previous study describing CYP2D6 genotypes in Colombian population has been performed. Thus, this study aimed to evaluate the CYP2D6 genetic variability in a mestizo Colombian population, as well as the similarities and differences concerning other Hispanic mestizo (HM) populations. Methodology: Two hundred and twelve unrelated healthy Colombian subjects were studied, in which different CYP2D6 polymorphisms were analyzed by extra long-PCR and real-time PCR. Results & discussion: A high percentage of ultrarapid metabolizers (18.4%) was found, representing the highest frequency calculated within the HM populations studied. However, the percentage of poor metabolizers (4.7%) was similar to those previously reported in HM populations.
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Affiliation(s)
- Alba P Sarmiento
- Pontificia Universidad Javeriana, Bogotá, Colombia.,RIBEF Ibero-American Network of Pharmacogenetics & Pharmacogenomics, Badajoz, Extremadura, Spain
| | - Pedro Dorado
- INUBE Instituto Universitario de Investigación Biosanitaria de Extremadura, Universidad de Extremadura, Badajoz, Spain.,RIBEF Ibero-American Network of Pharmacogenetics & Pharmacogenomics, Badajoz, Extremadura, Spain
| | - Angélica Borbón
- Instituto Nacional de Salud, Bogotá, Colombia.,RIBEF Ibero-American Network of Pharmacogenetics & Pharmacogenomics, Badajoz, Extremadura, Spain
| | - Fernando de Andrés
- INUBE Instituto Universitario de Investigación Biosanitaria de Extremadura, Universidad de Extremadura, Badajoz, Spain.,RIBEF Ibero-American Network of Pharmacogenetics & Pharmacogenomics, Badajoz, Extremadura, Spain
| | - Adrián LLerena
- INUBE Instituto Universitario de Investigación Biosanitaria de Extremadura, Universidad de Extremadura, Badajoz, Spain.,RIBEF Ibero-American Network of Pharmacogenetics & Pharmacogenomics, Badajoz, Extremadura, Spain
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3
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de Andrés F, Altamirano-Tinoco C, Ramírez-Roa R, Montes-Mondragón CF, Dorado P, Peñas-Lledó EM, LLerena A. Relationships between CYP1A2, CYP2C9, CYP2C19, CYP2D6 and CYP3A4 metabolic phenotypes and genotypes in a Nicaraguan Mestizo population. THE PHARMACOGENOMICS JOURNAL 2020; 21:140-151. [PMID: 33024249 DOI: 10.1038/s41397-020-00190-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 08/17/2020] [Accepted: 09/23/2020] [Indexed: 12/19/2022]
Abstract
Interethnic variability in the drug-metabolizing capacity of CYP450 enzymes may lead to discrepancies in the relationship between genotypes and phenotypes worldwide. The present study was aimed to analyze for the first time whether there is a relationship between clinically relevant CYP450 genetic polymorphisms and their drug oxidation capacity (metabolic phenotype) in a population of healthy Nicaraguan volunteers. Two hundred and twelve participants were genotyped for CYP1A2, CYP2C9, CYP2C19, CYP2D6, and CYP3A4, and their actual metabolic phenotype (evaluated by the Metabolic Ratio, MR) was analyzed by using the CEIBA cocktail approach. The results showed the wide interindividual variability in all the studied enzymes and a significant difference (p < 0.004) in the activity of CYP1A2 between male and female subjects. The number of CYP2C19 (p < 0.0001) and CYP2D6 (p < 0.0001) active alleles were shown inversely correlated with their corresponding MR, although there were marked genotype-phenotype discrepancies. There was an actual enzyme capacity overlapping (MR) between genotypically Poor (gPMs) and Extensive Metabolizers (gEMs) of 3.14% subjects for CYP2D6 and 0.94% for CYP2C9. Similarly, there was an overlapping for metabolic phenotypes of 11.48% of genotypically ultrarapid metabolizers (gUMs) for CYP2C19 and 2.09% for CYP2D6 and gEMs. Therefore, the current approach for metabolic phenotype prediction based just on genotype does not predict properly for all individuals within this Nicaraguan Mestizo population, thus representing a potential barrier for the clinical implementation of personalized medicine in this region. However, it is necessary to improve the prediction of phenotype from genotype in order to improve the pharmacogenetic implementation in populations with specific ethnic backgrounds.
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Affiliation(s)
- Fernando de Andrés
- INUBE Extremadura Biosanitary University Research Institute, CICAB Clinical Research Centre, Badajoz University Hospital; University of Extremadura, Badajoz, Spain.,RIBEF Ibero American Network of Pharmacogenetics and Pharmacogenomics, León, Nicaragua
| | - Catalina Altamirano-Tinoco
- RIBEF Ibero American Network of Pharmacogenetics and Pharmacogenomics, León, Nicaragua.,UNAN Universidad Nacional Autónoma de Nicaragua, Facultad de Ciencias Médicas, León, Nicaragua
| | - Ronald Ramírez-Roa
- RIBEF Ibero American Network of Pharmacogenetics and Pharmacogenomics, León, Nicaragua. .,UNAN Universidad Nacional Autónoma de Nicaragua, Facultad de Ciencias Médicas, León, Nicaragua.
| | | | - Pedro Dorado
- INUBE Extremadura Biosanitary University Research Institute, CICAB Clinical Research Centre, Badajoz University Hospital; University of Extremadura, Badajoz, Spain.,RIBEF Ibero American Network of Pharmacogenetics and Pharmacogenomics, León, Nicaragua.,Faculty of Medicine, University of Extremadura, Badajoz, Spain
| | - Eva M Peñas-Lledó
- INUBE Extremadura Biosanitary University Research Institute, CICAB Clinical Research Centre, Badajoz University Hospital; University of Extremadura, Badajoz, Spain.,RIBEF Ibero American Network of Pharmacogenetics and Pharmacogenomics, León, Nicaragua.,Faculty of Medicine, University of Extremadura, Badajoz, Spain
| | - Adrián LLerena
- INUBE Extremadura Biosanitary University Research Institute, CICAB Clinical Research Centre, Badajoz University Hospital; University of Extremadura, Badajoz, Spain. .,RIBEF Ibero American Network of Pharmacogenetics and Pharmacogenomics, León, Nicaragua. .,Faculty of Medicine, University of Extremadura, Badajoz, Spain. .,CIBERSAM, Instituto de Salud Carlos III, Madrid, Spain.
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4
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Jorge-Aarón RM, Rodrigo RC, Esther MPR. Endoxifen levels and metabolic phenotype-associated factors in Mexican Mestizo patients under tamoxifen treatment. Pharmacogenomics 2020; 21:929-943. [PMID: 32808577 DOI: 10.2217/pgs-2020-0061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: To evaluate plasma endoxifen levels and metabolic phenotype-associated factors in Mexican Mestizo patients under tamoxifen treatment. Patients & methods: A total of 138 breast cancer patients under tamoxifen treatment were cross-sectionally evaluated and side effects (SE) were recorded. CYP2D6 genetic phenotypes (GP) and metabolic phenotypes (MP) were assessed (metabolic poor [mPM], intermediate [mIM], normal [mNM], and ultrarapid [mUM] metabolizer). Associations were tested in uni-multivariate models for endoxifen >5.9 ng/ml and for mNM + mUM MP. Results: The main SE was hot flashes (62%). Distribution of the CYP2D6 MP was 4.3% mPM; 14.5% mIM; 75.4% mNM; and 5.8% mUM. Endoxifen >5.9 ng/ml was partially associated with SE (p = 0.06); the mNM + mUM MP was associated with treatment time (p = 0.03). Conclusion: The endoxifen-associated factors in Mexican Mestizo patients remain inconclusive, although treatment time was associated with MP.
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Affiliation(s)
- Rangel-Méndez Jorge-Aarón
- Unidad de Investigación Biomédica, Unidad Médica de Alta Especialidad, Hospital de Especialidades del Centro Médico Nacional "Ignacio García Téllez", Instituto Mexicano del Seguro Social, Calle 41 No. 439, Col. Industrial, Mérida, Yucatán, 97150, México
| | - Rubi-Castellanos Rodrigo
- Centro de Investigaciones Regionales "Dr. Hideyo Noguchi" Calle 96 S/N, Avenida Jacinto Canek y calle 47, Paseo de las Fuentes, Merida, Yucatan, 97225, Mexico
| | - Moo-Puc Rosa Esther
- Unidad de Investigación Biomédica, Unidad Médica de Alta Especialidad, Hospital de Especialidades del Centro Médico Nacional "Ignacio García Téllez", Instituto Mexicano del Seguro Social, Calle 41 No. 439, Col. Industrial, Mérida, Yucatán, 97150, México
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5
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Gonzalez-Covarrubias V, Morales-Franco M, Cruz-Correa OF, Martínez-Hernández A, García-Ortíz H, Barajas-Olmos F, Genis-Mendoza AD, Martínez-Magaña JJ, Nicolini H, Orozco L, Soberón X. Variation in Actionable Pharmacogenetic Markers in Natives and Mestizos From Mexico. Front Pharmacol 2019; 10:1169. [PMID: 31649539 PMCID: PMC6796793 DOI: 10.3389/fphar.2019.01169] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 09/12/2019] [Indexed: 12/12/2022] Open
Abstract
The identification and characterization of pharmacogenetic variants in Latin American populations is still an ongoing endeavor. Here, we investigated SNVs on genes listed by the Pharmacogenomics Knowledge Base in 1284 Mestizos and 94 Natives from Mexico. Five institutional cohorts with NGS data were retrieved from different research projects at INMEGEN, sequencing files were filtered for 55 pharmacogenes present in all cohorts to identify novel and known variation. Bioinformatic tools VEP, PROVEAN, and FATHMM were used to assess, in silico, the functional impact of this variation. Next, we focused on 17 genes with actionable variants that have been clinically implemented. Allele frequencies were compared with major continental groups and differences discussed in the scope of a pharmacogenomic impact. We observed a wide genetic variability for known and novel SNVs, the largest variation was on UGT1A > ACE > COMT > ABCB1 and the lowest on APOE and NAT2. Although with allele frequencies around 1%, novel variation was observed in 16 of 17 PGKB genes. In Natives we identified 59 variants and 58 in Mestizos. Several genes did not show novel variation, on CYP2B6, CYP2D6, and CYP3A4 in Natives; and APOE, UGT1A, and VKORC1 in Mestizos. Similarities in allele frequency, comparing major continental groups for VIP pharmacogenes, hint towards a comparable PGx for drugs metabolized by UGT1A1, DPYD, ABCB1, CBR3, COMT, and TPMT; in contrast to variants on CYP3A5 and CYP2B6 for which significant MAF differences were identified. Our observations offer some discernment into the extent of pharmacogenetic variation registered up-to-date in Mexicans and contribute to quantitatively dissect actionable pharmacogenetic variants in Natives and Mestizos.
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Affiliation(s)
| | | | | | | | - Humberto García-Ortíz
- Immunogenomics and Metabolic Diseases Laboratory, INMEGEN, CDMX, Mexico City, Mexico
| | | | | | | | - Humberto Nicolini
- Genomics of Psychiatric and Neurodegenerative Diseases Laboratory, INMEGEN, Mexico City, Mexico
| | - Lorena Orozco
- Immunogenomics and Metabolic Diseases Laboratory, INMEGEN, CDMX, Mexico City, Mexico
| | - Xavier Soberón
- Pharmacogenomics Laboratory, INMEGEN, CDMX, Mexico City, Mexico
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6
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Salyakina D, Roy S, Wang W, Oliva M, Akhouri R, Sotto I, Mulas N, Solano R, Fernández JR, Sanchez S, Shamshad U, Perlyn C, McCafferty-Fernandez J. Results and challenges of Cytochrome P450 2D6 (CYP2D6) testing in an ethnically diverse South Florida population. Mol Genet Genomic Med 2019; 7:e922. [PMID: 31389673 PMCID: PMC6732280 DOI: 10.1002/mgg3.922] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 07/16/2019] [Accepted: 07/17/2019] [Indexed: 12/20/2022] Open
Abstract
Background This study focuses on the implementation of CYP2D6 genetic test profiling and the challenges associated with using standard pharmacogenetics panels in a diverse South Florida population. Methods A total of 413 participants were recruited to participate in this study through Nicklaus Children's Hospital. Buccal swabs were collected and tested using an extended CYP2D6 panel including 22 alleles. Phenotype, genotype, and allelic frequencies were compared among different racial and ethnic groups. Results The majority of participants (75.0%) self‐identified as Hispanics. Four alleles, CYP2D6*4, *17, *41, and *2A, showed a statistically significant difference between White Hispanics and Black Non‐Hispanics. Aggregate frequency of all alleles with decreased function varied between 2.8% and 50.0% in different racial and ethnic groups. Additionally, rare allele combinations were observed in this South Florida cohort. Conclusions The heterogeneity among Hispanic groups demonstrated in previous literature and by this study reflects the complexity of ethnicity and suggests that a more granular categorization is needed, one based on ancestry and migration history rather than primary language. Overall, we have determined that there are statistically significant differences in CYP2D6 allele frequencies in the distinct racial and ethnic populations of South Florida, demonstrating a unique genetic makeup within South Florida. However, overall, the frequencies of Poor Metabolizer, Normal Metabolizer, Intermediate Metabolizer, and Ultrarapid Metabolizer did not differ between racial and ethnic groups at a statistically significant level.
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Affiliation(s)
- Daria Salyakina
- Research Institute, Nicklaus Children's Hospital, Miami, Florida
| | - Sharmeen Roy
- Research Institute, Nicklaus Children's Hospital, Miami, Florida
| | - Weize Wang
- Research Institute, Nicklaus Children's Hospital, Miami, Florida
| | - Mailin Oliva
- Research Institute, Nicklaus Children's Hospital, Miami, Florida
| | - Rohan Akhouri
- Research Institute, Nicklaus Children's Hospital, Miami, Florida
| | - Ileana Sotto
- Research Institute, Nicklaus Children's Hospital, Miami, Florida
| | - Nicole Mulas
- Research Institute, Nicklaus Children's Hospital, Miami, Florida
| | - Rafaela Solano
- Research Institute, Nicklaus Children's Hospital, Miami, Florida
| | - José R Fernández
- Department of Nutrition Sciences, University of Alabama at Birmingham, Birmingham, Alabama
| | | | - Uzma Shamshad
- Research Institute, Nicklaus Children's Hospital, Miami, Florida
| | - Chad Perlyn
- Research Institute, Nicklaus Children's Hospital, Miami, Florida.,Herbert Wertheim College of Medicine, Florida International University, Miami, Florida
| | - Jennifer McCafferty-Fernandez
- Research Institute, Nicklaus Children's Hospital, Miami, Florida.,Herbert Wertheim College of Medicine, Florida International University, Miami, Florida
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7
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Manoharan A, Shewade DG, Ravindranath PA, Rajkumar RP, Ramprasad VL, Adithan S, Damodaran SE. Resequencing CYP2D6 gene in Indian population: CYP2D6*41 identified as the major reduced function allele. Pharmacogenomics 2019; 20:719-729. [PMID: 31368850 DOI: 10.2217/pgs-2019-0049] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Aim: The CYP2D6 gene is highly polymorphic and harbors population specific alleles that define its predominant metabolizer phenotype. This study aimed to identify polymorphisms in Indian population owing to scarcity of CYP2D6 data in this population. Materials & methods: The CYP2D6 gene was resequenced in 105 south Indians using next generation sequencing technology and haplotypes were reconstructed. Results & conclusion: Four novel missense variants have been designated as CYP2D6*110, *111, *112 and *113. The most common alleles were CYP2D6*1 (42%), *2 (32%), and *41 (12.3%) and diplotypes were CYP2D6*1/*2 (26%), *1/*1 (11%), *2/*41 (10%) and *1/*41 (7%) accounting for high incidence of extensive metabolizers in Indians.
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Affiliation(s)
- Aarthi Manoharan
- Department of Pharmacology, Jawaharlal Institute of Postgraduate Medical Education & Research, Puducherry 605006, India
| | - Deepak Gopal Shewade
- Department of Pharmacology, Jawaharlal Institute of Postgraduate Medical Education & Research, Puducherry 605006, India
| | | | - Ravi Philip Rajkumar
- Department of Psychiatry, Jawaharlal Institute of Postgraduate Medical Education & Research, Puducherry 605006, India
| | | | - Surendiran Adithan
- Department of Pharmacology, Jawaharlal Institute of Postgraduate Medical Education & Research, Puducherry 605006, India
| | - Solai Elango Damodaran
- Department of Pharmacology, Jawaharlal Institute of Postgraduate Medical Education & Research, Puducherry 605006, India
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8
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A genome-wide association study of tramadol metabolism from post-mortem samples. THE PHARMACOGENOMICS JOURNAL 2019; 20:94-103. [PMID: 30971809 DOI: 10.1038/s41397-019-0088-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Revised: 01/08/2019] [Accepted: 03/27/2019] [Indexed: 11/09/2022]
Abstract
Phase I tramadol metabolism requires cytochrome p450 family 2, subfamily D, polypeptide 6 (CYP2D6) to form O-desmethyltramadol (M1). CYP2D6 genetic variants may infer metabolizer phenotype; however, drug ADME (absorption, distribution, metabolism, and excretion) and response depend on protein pathway(s), not CYP2D6 alone. There is a paucity of data regarding the contribution of trans-acting proteins to idiosyncratic phenotypes following drug exposure. A genome-wide association study identified five markers (rs79983226/kgp11274252, rs9384825, rs62435418/kgp10370907, rs72732317/kgp3743668, and rs184199168/exm1592932) associated with the conversion of tramadol to M1 (M1:T). These SNPs reside within five genes previously implicated with adverse reactions. Analysis of accompanying toxicological meta-data revealed a significant positive linear relationship between M1:T and degree of sample polypharmacy. Taken together, these data identify candidate loci for potential clinical inferences of phenotype following exposure to tramadol and highlight sample polypharmacy as a possible diagnostic covariate in post-mortem genetic studies.
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Naranjo MEG, Rodrigues-Soares F, Peñas-Lledó EM, Tarazona-Santos E, Fariñas H, Rodeiro I, Terán E, Grazina M, Moya GE, López-López M, Sarmiento AP, Calzadilla LR, Ramírez-Roa R, Ortiz-López R, Estévez-Carrizo FE, Sosa-Macías M, Barrantes R, LLerena A. Interethnic Variability in CYP2D6, CYP2C9, and CYP2C19 Genes and Predicted Drug Metabolism Phenotypes Among 6060 Ibero- and Native Americans: RIBEF-CEIBA Consortium Report on Population Pharmacogenomics. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY 2018; 22:575-588. [PMID: 30183544 DOI: 10.1089/omi.2018.0114] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Pharmacogenetic variation in Latin Americans is understudied, which sets a barrier for the goal of global precision medicine. The RIBEF-CEIBA Network Consortium was established to characterize interindividual and between population variations in CYP2D6, CYP2C9, and CYP2C19 drug metabolizing enzyme genotypes, which were subsequently utilized to catalog their "predicted drug metabolism phenotypes" across Native American and Ibero American populations. Importantly, we report in this study, a total of 6060 healthy individuals from Ibero-America who were classified according to their self-reported ancestry: 1395 Native Americans, 2571 Admixed Latin Americans, 96 Afro-Latin Americans, 287 white Latin Americans (from Cuba), 1537 Iberians, and 174 Argentinean Ashkenazi Jews. Moreover, Native Americans were grouped into North-, Central-, and South Amerindians (from Mexico, Costa Rica, and Peru, respectively). All subjects were studied for the most common and functional CYP2D6, CYP2C9, and CYP2C19 allelic variants, and grouped as genotype-predicted poor or ultrarapid metabolizer phenotypes (gPMs and gUMs, respectively). Native Americans showed differences from each ethnic group in at least two alleles of CYP2D6, CYP2C9, and CYP2C19. Native Americans had higher frequencies of wild-type alleles for all genes, and lower frequency of CYP2D6*41, CYP2C9*2, and CYP2C19*17 (p < 0.05). Native Americans also showed less CYP2C19 gUMs than the rest of the population sample. In addition, differences within Native Americans (mostly North vs. South) were also found. The interethnic differences described supports the need for population-specific personalized and precision medicine programs for Native Americans. To the best of our knowledge, this is the largest study carried out in Native Americans and other Ibero-American populations analyzing CYP2D6, CYP2C9, and CYP2C19 genetic polymorphisms. Population pharmacogenomics is a nascent field of global health and warrants further research and education.
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Affiliation(s)
- María-Eugenia G Naranjo
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,2 Universidad de Extremadura , Badajoz, Spain
| | - Fernanda Rodrigues-Soares
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,3 Universidade Federal de Minas Gerais , Belo Horizonte, Brazil .,4 Faculdade Uninassau , Manaus, Brazil
| | - Eva M Peñas-Lledó
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,2 Universidad de Extremadura , Badajoz, Spain
| | - Eduardo Tarazona-Santos
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,3 Universidade Federal de Minas Gerais , Belo Horizonte, Brazil .,5 PRISMA , Lima, Peru
| | - Humberto Fariñas
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,2 Universidad de Extremadura , Badajoz, Spain
| | - Idania Rodeiro
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,6 Instituto de Ciencias del Mar , La Habana, Cuba
| | - Enrique Terán
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,7 Universidad San Francisco de Quito , Quito, Ecuador
| | - Manuela Grazina
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,8 UC, CNC-Center for Neuroscience and Cell Biology, FMUC-Faculty of Medicine, University of Coimbra , Coimbra, Portugal
| | - Graciela E Moya
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,9 Universidad Católica de Argentina , Buenos Aires, Argentina
| | - Marisol López-López
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,10 Universidad Autónoma Metropolitana , Ciudad de México, Mexico
| | - Alba P Sarmiento
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,11 Pontifica Universidad Javeriana , Bogotá, Colombia
| | - Luis R Calzadilla
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,12 Centro Comunitario de SaludMental de la Habana Vieja, La Habana, Cuba
| | - Ronald Ramírez-Roa
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,13 Universidad Nacional Autónoma de Nicaragua , León, Nicaragua
| | - Rocío Ortiz-López
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,14 Tecnológico de Monterrey , Monterrey, Mexico
| | - Francisco E Estévez-Carrizo
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,15 Universidad de Montevideo , Montevideo, Uruguay
| | - Martha Sosa-Macías
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,16 Instituto Politécnico Nacional , Durango, Mexico
| | - Ramiro Barrantes
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,17 Universidad de Costa Rica , San José, Costa Rica
| | - Adrián LLerena
- 1 RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics , Badajoz, Spain .,2 Universidad de Extremadura , Badajoz, Spain
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10
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Fischer A, Don CG, Smieško M. Molecular Dynamics Simulations Reveal Structural Differences among Allelic Variants of Membrane-Anchored Cytochrome P450 2D6. J Chem Inf Model 2018; 58:1962-1975. [PMID: 30126275 DOI: 10.1021/acs.jcim.8b00080] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Cytochrome P450 2D6 (CYP2D6) is an enzyme that is involved in the metabolism of roughly 25% of all marketed drugs and therefore belongs to the most important enzymes in drug metabolism. CYP2D6 features a high degree of genetic polymorphism that can significantly affect the metabolic activity of an individual. In extreme cases, structural changes at the level of single amino acids can either increase its enzymatic activity abolishing the drug therapeutic effect or completely disable the enzyme and elevate drug plasma level potentially leading to adverse effects. In this study, starting from the crystal structure, we built a full-length membrane-anchored all-atom model of the wild-type CYP2D6 as well as five of its variants differing in the enzymatic activity. We validated our models with available experimental data and compared their structural properties with molecular dynamics simulations. The main focus of this study was to identify differences that could mechanistically explain the altered activity of the variants and improve our understanding of their functioning. We observed differences in the opening frequencies and minimal diameters of tunnels that connect the buried active site to the surrounding solvent environment. The variants CYP2D6*4 and CYP2D6*10 associated with missing or decreased activity showed less frequent opening of the tunnels compared to the wild-type. Both CYP2D6*10 and CYP2D6*17 showed a deprivation of an important ligand tunnel suggesting a feasible reason for their altered substrate specificity. Next, the altered fold at the N-terminal anchor region and the decreased active site volume caused by the amino acid mutations of the CYP2D6*4 variant offer an explanation for the absence of its metabolic activity. The mutations in CYP2D6*53 contributed to a significant enlargement of an important ligand tunnel and an extension of the active site cavity. This could explain the altered metabolic profile as well as the enhanced metabolic rates of this particular variant supporting its designation as a possible cause for the ultrarapid metabolizer phenotype. We believe these novel structural insights could advance the fields of personalized medicine and enzyme engineering. Furthermore, they could aid in guiding laboratory as well as computational experiments in the future.
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Affiliation(s)
- André Fischer
- Molecular Modeling, Department of Pharmaceutical Sciences , University of Basel , Klingelbergstrasse 50 , 4056 Basel , Switzerland
| | - Charleen G Don
- Molecular Modeling, Department of Pharmaceutical Sciences , University of Basel , Klingelbergstrasse 50 , 4056 Basel , Switzerland
| | - Martin Smieško
- Molecular Modeling, Department of Pharmaceutical Sciences , University of Basel , Klingelbergstrasse 50 , 4056 Basel , Switzerland
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Fricke-Galindo I, Jung-Cook H, LLerena A, López-López M. Interethnic variability of pharmacogenetic biomarkers in Mexican healthy volunteers: a report from the RIBEF (Ibero-American Network of Pharmacogenetics and Pharmacogenomics). Drug Metab Pers Ther 2017; 31:61-81. [PMID: 26812836 DOI: 10.1515/dmpt-2015-0030] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2015] [Accepted: 12/04/2015] [Indexed: 01/01/2023]
Abstract
Mexico presents a complex population diversity integrated by Mexican indigenous (MI) (7% of Mexico's population) and Mexican mestizos (MMs). This composition highlights the importance of pharmacogenetic studies in Mexican populations. The aims of this study were to analyze the reported frequencies of the most relevant pharmacogenetic biomarkers and metabolic phenotypes in healthy volunteers from Mexican populations and to assess its interethnic variability across MI and MM populations. After a literature search in PubMed, and according to previously defined inclusion criteria, 63 pharmacogenetic studies performed in Mexican healthy volunteers up to date were selected. These reports comprised 56,292 healthy volunteers (71.58% MM). Allele frequencies in 31 pharmacogenetic biomarkers, from 121 searched, are described. Nine of these biomarkers presented variation within MM and MI groups. The frequencies of CYP2D6*3, *4, *5, *10, *17, *35 and *41 alleles in the MM group were different from those reported in the MI group. CYP2C9*2 and *3 alleles were more frequent in MM than in MI populations (χ2 test, p<0.05). CYP2C19*3 allele was not found in the MM or MI populations reported. For UGT1A1*28, only one study was found. HLA-A*31:01 and HLA-B*15:02 were present in some MM and MI populations. Poor metabolizers for CYP2D6 and CYP2C9 were more frequent in MM than in MI groups (χ2 test, p<0.05). Only 26% of the relevant pharmacogenetic biomarkers searched have been studied in Mexican healthy volunteers; therefore, further studies are warranted. The frequency variation of biomarkers in MM and MI populations could be important for the clinical implementation of pharmacogenetics in Mexico.
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Wendt FR, Sajantila A, Moura-Neto RS, Woerner AE, Budowle B. Full-gene haplotypes refine CYP2D6 metabolizer phenotype inferences. Int J Legal Med 2017; 132:1007-1024. [DOI: 10.1007/s00414-017-1709-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Accepted: 10/11/2017] [Indexed: 01/08/2023]
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de Andrés F, Sosa-Macías M, Ramos BPL, Naranjo MEG, LLerena A. CYP450 Genotype/Phenotype Concordance in Mexican Amerindian Indigenous Populations–Where to from Here for Global Precision Medicine? ACTA ACUST UNITED AC 2017; 21:509-519. [DOI: 10.1089/omi.2017.0101] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Fernando de Andrés
- CICAB Clinical Research Centre, Extremadura University Hospital and Medical School, Badajoz, Spain
- Department of Analytical Chemistry and Food Technology, Faculty of Pharmacy, University of Castilla-La Mancha, Albacete, Spain
| | | | | | - María-Eugenia G. Naranjo
- CICAB Clinical Research Centre, Extremadura University Hospital and Medical School, Badajoz, Spain
| | - Adrián LLerena
- CICAB Clinical Research Centre, Extremadura University Hospital and Medical School, Badajoz, Spain
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Perez-Paramo YX, Hernandez-Cabrera F, Rojas-Martinez A, Ortiz-Lopez R. CYP2D6 in Amerindians from Southern Mexico: low variability and higher frequency of functional alleles. Drug Metab Pers Ther 2016; 30:231-8. [PMID: 26479352 DOI: 10.1515/dmpt-2015-0017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2015] [Accepted: 09/01/2015] [Indexed: 12/16/2022]
Abstract
BACKGROUND Several functional and nonfunctional CYP2D6 variants have been associated with interindividual and interethnic variability in pharmacological responses. The aim of this article was to study the diversity and the interpopulation relationships of CYP2D6 variants of south Native Mexicans to define predicted phenotypes. CONTENTS A fully systematic review of CYP2D6 variants reported in Amerindian populations before 2015 was performed (NCBI, Google Scholar, and 1000 Genomes Project databases). Allele data were analyzed by methods such as heat map, dissimilarity matrix, dendogram, and principal component analysis using complete-linkage clustering method. Five original studies on CYP2D6 covering 13 Native Mexican populations were identified; three of these described CYP2D6 allele frequencies were in south Native Mexican populations. Overall, CYP2D6 allele variability is scarce in southern Native Mexican populations: besides the functional alleles *1 and *2 and the null variant *4, the other variants have frequencies <0.05. This implies that most of the southern Native Mexican populations may be considered CYP2D6 extended metabolizers. The statistical analyses tend to cluster the native communities by their geographical origin, but in a disperse pattern suggesting distinct subpopulation structures. CONCLUSIONS CYP2D6 functional variants are prevalent in Native Mexicans, and they may be predicted as extended drug metabolizers. In addition, allele frequencies are related to the geographic distribution of the Amerindian groups and display important population stratification.
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Genetic variability of CYP2C19 in a Mexican population: contribution to the knowledge of the inheritance pattern of CYP2C19*17 to develop the ultrarapid metabolizer phenotype. J Genet 2016; 94:3-7. [PMID: 25846871 DOI: 10.1007/s12041-015-0477-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
CYP2C19 is a polymorphic enzyme that metabolizes a wide variety of therapeutic drugs that has been associated with altered enzymatic activity and adverse drug reactions. Differences in allele frequencies of the CYP2C19 gene have been detected in populations worldwide. Thus, we analysed the alleles CYP2C19*2, CYP2C19*3, CYP2C19*4 and CYP2C19*5 related to the poor metabolizer (PM) phenotype in a Mexican population sample (n = 238), as well as CYP2C19*17, unique allele related to ultrarapid metabolizer phenotype (UMs). Genotypes were determined using SNaPshot and TaqManqPCR assays. In addition to the wild-type CYP2C19*1 allele (77.1%), we only found CYP2C19*17 (14.3%) and CYP2C19*2 (8.6%). Comparison with previous population reports demonstrated that these two SNPs are homogeneously distributed in Latin America (P > 0.05). Based on comparison with a previous pharmacokinetic study that determined the frequency of CYP2C19 phenotypes in the same population (western Mexican), we obtained the following findings: (i) based on the difference between the frequency of genotypes CYP2C19*2/*2 (presumably PM) versus the observed prevalence of PM phenotypes (0.4 versus 6.3%; Χ(2) = 9.58, P = 0.00196), we inferred the plausible presence of novel CYP2C19 alleles related to the PM phenotype; (ii) the prevalence of UMs was in disagreement with the dominant inheritance pattern suggested for CYP2C19*17 (23.1 versus 4%; P < 0.00001); (iii) the apparent recessive inheritance pattern of CYP2C19*17, based on the agreement between homozygous CYP2C19*17/*17 (presumably UMs) and the observed prevalence of UMs (2.1 versus 4%; (Χ(2) = 1.048; P = 0.306).
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López-López M, Peñas-Lledó E, Dorado P, Ortega A, Corona T, Ochoa A, Yescas P, Alonso E, LLerena A. CYP2D6 genetic polymorphisms in Southern Mexican Mayan Lacandones and Mestizos from Chiapas. Pharmacogenomics 2015; 15:1859-65. [PMID: 25495408 DOI: 10.2217/pgs.14.139] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
AIM In previous CYP2D6 genotyping studies in Mexican-Amerindians a very low frequency of poor metabolizers (PMs) has been reported. Moreover, ultrarapid metabolizers (UMs) status has only been analyzed in some groups from Northern Mexico. MATERIALS & METHODS In the present study we evaluated the hypothesis of low frequency of PMs in Mexican-Amerindians in Southern Mexican populations from Chiapas (Lacandones [ML] vs Mestizos [MM]). The frequency of UMs is also reported. CYP2D6 alleles *2, *3, *4, *5, *6, *10, *17, *35 and *41 and copy number variations were analyzed in 154 ML and 100 MM healthy volunteers. RESULTS The PM frequency was 0% in MLs and 1% in MMs, and for UMs was 2.6% in MLs and 3% in MMs. CONCLUSION The present data support previous findings reporting a very low frequency of CYP2D6 PMs in Mexican-Amerindians. Furthermore, the predicted UM phenotype in both MMs and MLs was lower than those reported for most Mexican populations.
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Affiliation(s)
- Marisol López-López
- Department of Biological Systems, Universidad Autónoma Metropolitana-Xochimilco, Mexico City, Mexico
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Flores-Martínez SE, Castro-Martínez AG, López-Quintero A, García-Zapién AG, Torres-Rodríguez RN, Sánchez-Corona J. [Association analysis of SNP-63 and indel-19 variant in the calpain-10 gene with polycystic ovary syndrome in women of reproductive age]. CIR CIR 2015; 83:35-42. [PMID: 25982606 DOI: 10.1016/j.circir.2015.04.021] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2013] [Accepted: 08/04/2014] [Indexed: 11/25/2022]
Abstract
BACKGROUND Polycystic ovary syndrome is a complex and heterogeneous disease involving both reproductive and metabolic problems. It has been suggested a genetic predisposition in the etiology of this syndrome. The identification of calpain-10 gene (CAPN10) as the first candidate gene for type 2 diabetes mellitus, has focused the interest in investigating their possible relation with the polycystic ovary syndrome, because this syndrome is associated with hyperinsulinemia and insulin resistance, two metabolic abnormalities associated with type 2 diabetes mellitus. OBJECTIVE To investigate if there is association between the SNP-63 and the variant indel-19 of the CAPN10 gene and polycystic ovary syndrome in women of reproductive age. MATERIAL AND METHODS This study included 101 women (55 with polycystic ovary syndrome and 46 without polycystic ovary syndrome). The genetic variant indel-19 was identified by electrophoresis of the amplified fragments by PCR, and the SNP-63 by PCR-RFLP. RESULTS The allele and genotype frequencies of the two variants do not differ significatly between women with polycystic ovary syndrome and control women group. The haplotype 21 (defined by the insertion allele of indel-19 variant and C allele of SNP-63) was found with higher frequency in both study groups, being more frequent in the polycystic ovary syndrome patients group, however, this difference was not statistically significant (p = 0.8353). CONCLUSIONS The results suggest that SNP-63 and indel-19 variant of the CAPN10 gene do not represent a risk factor for polycystic ovary syndrome in our patients group.
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Affiliation(s)
- Silvia Esperanza Flores-Martínez
- División de Medicina Molecular, Centro de Investigación Biomédica de Occidente, Instituto Mexicano del Seguro Social, Guadalajara, Jalisco, México
| | - Anna Gabriela Castro-Martínez
- División de Medicina Molecular, Centro de Investigación Biomédica de Occidente, Instituto Mexicano del Seguro Social, Guadalajara, Jalisco, México
| | - Andrés López-Quintero
- División de Medicina Molecular, Centro de Investigación Biomédica de Occidente, Instituto Mexicano del Seguro Social, Guadalajara, Jalisco, México
| | - Alejandra Guadalupe García-Zapién
- Departamento de Farmacobiología, Centro Universitario de Ciencias Exactas e Ingenierías, Universidad de Guadalajara, Guadalajara, Jalisco, México
| | - Ruth Noemí Torres-Rodríguez
- División de Medicina Molecular, Centro de Investigación Biomédica de Occidente, Instituto Mexicano del Seguro Social, Guadalajara, Jalisco, México
| | - José Sánchez-Corona
- División de Medicina Molecular, Centro de Investigación Biomédica de Occidente, Instituto Mexicano del Seguro Social, Guadalajara, Jalisco, México.
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Yasukochi Y, Satta Y. Molecular evolution of the CYP2D subfamily in primates: purifying selection on substrate recognition sites without the frequent or long-tract gene conversion. Genome Biol Evol 2015; 7:1053-67. [PMID: 25808902 PMCID: PMC4419802 DOI: 10.1093/gbe/evv056] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/18/2015] [Indexed: 01/21/2023] Open
Abstract
The human cytochrome P450 (CYP) 2D6 gene is a member of the CYP2D gene subfamily, along with the CYP2D7P and CYP2D8P pseudogenes. Although the CYP2D6 enzyme has been studied extensively because of its clinical importance, the evolution of the CYP2D subfamily has not yet been fully understood. Therefore, the goal of this study was to reveal the evolutionary process of the human drug metabolic system. Here, we investigate molecular evolution of the CYP2D subfamily in primates by comparing 14 CYP2D sequences from humans to New World monkey genomes. Window analysis and statistical tests revealed that entire genomic sequences of paralogous genes were extensively homogenized by gene conversion during molecular evolution of CYP2D genes in primates. A neighbor-joining tree based on genomic sequences at the nonsubstrate recognition sites showed that CYP2D6 and CYP2D8 genes were clustered together due to gene conversion. In contrast, a phylogenetic tree using amino acid sequences at substrate recognition sites did not cluster the CYP2D6 and CYP2D8 genes, suggesting that the functional constraint on substrate specificity is one of the causes for purifying selection at the substrate recognition sites. Our results suggest that the CYP2D gene subfamily in primates has evolved to maintain the regioselectivity for a substrate hydroxylation activity between individual enzymes, even though extensive gene conversion has occurred across CYP2D coding sequences.
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Affiliation(s)
- Yoshiki Yasukochi
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo, 113-0033 Japan
| | - Yoko Satta
- Department of Evolutionary Studies of Biosystems, The Graduate University for Advanced Studies, Shonan Village, Hayama, Kanagawa, 240-0193 Japan
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Villegas-Torres B, Sánchez-Girón F, Jaramillo-Villafuerte K, Soberón X, Gonzalez-Covarrubias V. Genotype frequencies of VKORC1 and CYP2C9 in Native and Mestizo populations from Mexico, potential impact for coumarin dosing. Gene 2015; 558:235-40. [DOI: 10.1016/j.gene.2014.12.068] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2014] [Revised: 12/11/2014] [Accepted: 12/30/2014] [Indexed: 11/16/2022]
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Exploring the distribution of genetic markers of pharmacogenomics relevance in Brazilian and Mexican populations. PLoS One 2014; 9:e112640. [PMID: 25419701 PMCID: PMC4242606 DOI: 10.1371/journal.pone.0112640] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2014] [Accepted: 10/09/2014] [Indexed: 01/31/2023] Open
Abstract
Studies of pharmacogenomics-related traits are increasingly being performed to identify loci that affect either drug response or susceptibility to adverse drug reactions. However, the effect of the polymorphisms can differ in magnitude or be absent depending on the population being assessed. We used the Affymetrix Drug Metabolizing Enzymes and Transporters (DMET) Plus array to characterize the distribution of polymorphisms of pharmacogenetics and pharmacogenomics (PGx) relevance in two samples from the most populous Latin American countries, Brazil and Mexico. The sample from Brazil included 268 individuals from the southeastern state of Rio de Janeiro, and was stratified into census categories. The sample from Mexico comprised 45 Native American Zapotecas and 224 self-identified Mestizo individuals from 5 states located in geographically distant regions in Mexico. We evaluated the admixture proportions in the Brazilian and Mexican samples using a panel of Ancestry Informative Markers extracted from the DMET array, which was validated with genome-wide data. A substantial variation in ancestral proportions across census categories in Brazil, and geographic regions in Mexico was identified. We evaluated the extent of genetic differentiation (measured as FST values) of the genetic markers of the DMET Plus array between the relevant parental populations. Although the average levels of genetic differentiation are low, there is a long tail of markers showing large frequency differences, including markers located in genes belonging to the Cytochrome P450, Solute Carrier (SLC) and UDP-glucuronyltransferase (UGT) families as well as other genes of PGx relevance such as ABCC8, ADH1A, CHST3, PON1, PPARD, PPARG, and VKORC1. We show how differences in admixture history may have an important impact in the distribution of allele and genotype frequencies at the population level.
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Lazalde-Ramos BP, Martínez-Fierro MDLL, Galaviz-Hernández C, Garza-Veloz I, Naranjo MEG, Sosa-Macías M, Llerena A. CYP2D6 gene polymorphisms and predicted phenotypes in eight indigenous groups from northwestern Mexico. Pharmacogenomics 2014; 15:339-48. [PMID: 24533713 DOI: 10.2217/pgs.13.203] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
AIM Polymorphisms in CYP2D6 impact the interindividual and interethnic variability of drug efficiency; therefore, we determined the CYP2D6 allele distribution in eight Amerindian groups from northwestern Mexico and compared them with the frequencies in Mexican Mestizos. MATERIALS & METHODS A total of 508 Amerindians were studied. Genotyping of CYP2D6*5 and multiplication alleles was performed by long-range PCR, while CYP2D6*2, *3, *4, *6, *10, *17, *29, *35, *41 and copy number were evaluated by real-time PCR. RESULTS The most frequent alleles were CYP2D6*2 (0.05-0.28), CYP2D6*4 (0.003-0.21) and multiplications (0.043-0.107). CYP2D6*5, *6, * 10 and *41 were not observed in the majority of Amerindians, and CYP2D6*3, *17, *35 and *29 were not detected. The poor metabolizer genotype ( *4/*5) was lower (0.2%) in Amerindians than in Mestizos (5%); conversely, the ultrarapid metabolizer genotype was higher (12.6%) in indigenous groups than in Mestizos (7%). CONCLUSION Our data show a lower frequency of CYP2D6 inactive alleles and a higher frequency of duplication/multiplication of CYP2D6 active alleles in indigenous populations that in Mestizos. Original submitted 14 August 2013; Revision submitted 7 October 2013.
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Affiliation(s)
- Blanca Patricia Lazalde-Ramos
- Laboratorio de Medicina Molecular, Unidad Académica de Ciencias Químicas, Universidad Autónoma de Zacatecas, Zacatecas, México
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LLerena A, Naranjo MEG, Rodrigues-Soares F, Penas-LLedó EM, Fariñas H, Tarazona-Santos E. Interethnic variability ofCYP2D6alleles and of predicted and measured metabolic phenotypes across world populations. Expert Opin Drug Metab Toxicol 2014; 10:1569-83. [DOI: 10.1517/17425255.2014.964204] [Citation(s) in RCA: 112] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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Cuautle-Rodríguez P, Llerena A, Molina-Guarneros J. Present status and perspective of pharmacogenetics in Mexico. ACTA ACUST UNITED AC 2014; 29:37-45. [PMID: 24129103 DOI: 10.1515/dmdi-2013-0019] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2013] [Accepted: 08/26/2013] [Indexed: 11/15/2022]
Abstract
Drug costs account for up to 24% of the country's health expenditure and there are 13,000 registered drugs being prescribed. Diabetes is the main cause of death in the country, with over 85% of diabetic patients currently under drug treatment. The importance of knowing interindividual variability in drug metabolism on Mexican populations is thus evident. The purpose of this article is to provide an overlook of the current situation of pharmacogenetic research in Mexico, focusing on drug-metabolizing enzymes, and the possibility of developing a phenotyping cocktail for Mexican populations. So far, 21 pharmacogenetic studies on Mexican population samples (Mestizos and Amerindian) have been published. These have reported interindividual variability through phenotyping and/or genotyping cytochromes: CYP2D6, 2C19, 2C9, 2E1, and phase II enzymes UGT and NAT2. Some cytochromes with important clinical implications have not yet been phenotyped in Mexican populations. The development of a cocktail adapted to them could be a significant contribution to a larger knowledge on drug response variability at a lower price and shorter time. There are validated phenotyping cocktails that present several practical advantages, being valuable, safe, and inexpensive tools in drug metabolism characterization, which require only a single experiment to provide information on several cytochrome activities.
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Drögemöller BI, Wright GEB, Warnich L. Considerations for rare variants in drug metabolism genes and the clinical implications. Expert Opin Drug Metab Toxicol 2014; 10:873-84. [PMID: 24673405 DOI: 10.1517/17425255.2014.903239] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
INTRODUCTION Large-scale whole genome and exome resequencing studies have revealed that humans have a high level of deleterious rare variation, which has important implications for the design of future pharmacogenetics studies. AREAS COVERED Current pharmacogenetic guidelines focus on the implementation of common variation into dosing guidelines. However, it is becoming apparent that rare variation may also play an important role in differential drug response. Current sequencing technologies offer the opportunity to examine rare variation, but there are many challenges associated with such analyses. Nonetheless, if a comprehensive picture of the role that genetic variants play in treatment outcomes is to be obtained, it will be necessary to include the entire spectrum of variation, including rare variants, into pharmacogenetic research. EXPERT OPINION In order to implement pharmacogenetics in the clinic, patients should be genotyped for clinically actionable pharmacogenetic variants and patients responding unfavourably to treatment after pharmacogenetics-based dosing should be identified and resequenced to identify additional functionally relevant variants, including rare variants. All derived information should be added to a central database to allow for the updating of existing dosing guidelines. By routinely implementing such strategies, pharmacogenetics-based treatment guidelines will continue to improve.
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Pharmacogenetics in American Indian populations: analysis of CYP2D6, CYP3A4, CYP3A5, and CYP2C9 in the Confederated Salish and Kootenai Tribes. Pharmacogenet Genomics 2014; 23:403-14. [PMID: 23778323 DOI: 10.1097/fpc.0b013e3283629ce9] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
OBJECTIVES Cytochrome P450 enzymes play a dominant role in drug elimination and variation in these genes is a major source of interindividual differences in drug response. Little is known, however, about pharmacogenetic variation in American Indian and Alaska Native (AI/AN) populations. We have developed a partnership with the Confederated Salish and Kootenai Tribes (CSKT) in northwestern Montana to address this knowledge gap. METHODS We resequenced CYP2D6 in 187 CSKT individuals and CYP3A4, CYP3A5, and CYP2C9 in 94 CSKT individuals. RESULTS We identified 67 variants in CYP2D6, 15 in CYP3A4, 10 in CYP3A5, and 41 in CYP2C9. The most common CYP2D6 alleles were CYP2D6*4 and *41 (20.86 and 11.23%, respectively). CYP2D6*3, *5, *6, *9, *10, *17, *28, *33, *35, *49, *1xN, *2xN, and *4xN frequencies were less than 2%. CYP3A5*3, CYP3A4*1G, and *1B were detected with frequencies of 92.47, 26.81, and 2.20%, respectively. Allelic variation in CYP2C9 was low: CYP2C9*2 (5.17%) and *3 (2.69%). In general, allele frequencies in CYP2D6, CYP2C9, and CYP3A5 were similar to those observed in European Americans. There was, however, a marked divergence in CYP3A4 for the CYP3A4*1G allele. We also observed low levels of linkage between CYP3A4*1G and CYP3A5*1 in the CSKT. The combination of nonfunctional CYP3A5*3 and putative reduced function CYP3A4*1G alleles may predict diminished clearance of CYP3A substrates. CONCLUSION These results highlight the importance of carrying out pharmacogenomic research in AI/AN populations and show that extrapolation from other populations is not appropriate. This information could help optimize drug therapy for the CSKT population.
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Abstract
Cytochrome P450 2D6 (CYP2D6) plays an important role in the metabolism and bioactivation of about 25% of clinically used drugs including many antidepressants, antipsychotics and opioids. CYP2D6 activity is highly variably ranging from no activity in so-called poor metabolizers to ultrarapid metabolism at the other end of the extreme of the activity distribution. A large portion of this variability can be explained by the highly polymorphic nature of the CYP2D6 gene locus for which > 100 variants and subvariants identified to date. Allele frequencies vary markedly between ethnic groups; some have exclusively or predominantly only been observed in certain populations. Pharmacogenetic testing holds the promise of individualizing drug therapy by identifying patients with CYP2D6 diplotypes that puts them at an increased risk of experiencing dose-related adverse events or therapeutic failure. Inferring a patient's CYP2D6 metabolic capacity, or phenotype, however, is a challenging task due to the complexity of the CYP2D6 gene locus. Allelic variation includes SNPs, small insertions and deletions, gene copy number variation and rearrangements with CYP2D7, a highly related non-functional gene. This review provides a summary of the intricacies of CYP2D6 variation and genotype analysis, knowledge that is invaluable for the translation of genotype into clinically useful information.
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Affiliation(s)
- Andrea Gaedigk
- Children's Mercy Hospital and Clinics, Division of Clinical Pharmacology and Innovative Therapeutics , Kansas City, Missouri , USA
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Salazar-Flores J, Torres-Reyes LA, Martínez-Cortés G, Rubi-Castellanos R, Sosa-Macías M, Muñoz-Valle JF, González-González C, Ramírez A, Román R, Méndez JL, Barrera A, Torres A, Medina R, Rangel-Villalobos H. Distribution of CYP2D6 and CYP2C19 polymorphisms associated with poor metabolizer phenotype in five Amerindian groups and western Mestizos from Mexico. Genet Test Mol Biomarkers 2012; 16:1098-104. [PMID: 22913530 DOI: 10.1089/gtmb.2012.0055] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND The distribution of polymorphisms in the CYP2D6 and CYP2C19 genes allows inferring the potential risk for specific adverse drug reactions and lack of therapeutic effects in humans. This variability shows differences among human populations. The aim of this study was to analyze single-nucleotide polymorphisms related to a poor metabolizer (PM) phenotype in nonpreviously studied Amerindian groups and Mestizos (general admixed population) from Mexico. METHODS We detected by SNaPshot(®) different polymorphisms located in CYP2D6 (*3, *4, *6, *7, and *8) and CYP2C19 (*2, *3, *4 and *5) in western Mestizos (n=145) and five Amerindian groups from Mexico: Tarahumaras from the North (n=88); Purépechas from the Center (n=101); and Tojolabales (n=68), Tzotziles (n=88), and Tzeltales (n=20) from the Southeast. Genotypes were observed by capillary electrophoresis. The genetic relationships among these populations were estimated based on these genes. RESULTS AND DISCUSSION The wild-type allele (*1) of both genes was predominant in the Mexican populations studied. The most widely observed alleles were CYP2C19*2 (range, 0%-31%) and CYP2D6*4 (range, 1.2%-7.3%), whereas CYP2D6*3 was exclusively detected in Mestizos. Conversely, CYP2C19*4 and *5, as well as CYP2D6*3, *6, *7, and *8, were not observed in the majority of the Mexican populations. The Tarahumaras presented a high frequency of the allele CYP2C19*2 (31%) and of homozygotes *2/*2 (10.7%), which represent a high frequency of potentially PM phenotypes in this Amerindian group. The genetic distances showed high differentiation of Tarahumaras (principally for CYP2C19 gene). In general, a relative proximity was observed between most of the Amerindian, Mexican-Mestizo, and Latin-American populations. CONCLUSION In general, the wild-type allele (*1) predominates in Mexican populations, outlining a relatively homogeneous distribution for CYP2C19 and CYP2D6. The exception is the Tarahumara group that displays a potentially increased risk for adverse reactions to CYP2C19-metabolized drugs.
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Affiliation(s)
- Joel Salazar-Flores
- Instituto de Investigación en Genética Molecular, Centro Universitario de la Ciénega, Universidad de Guadalajara, Ocotlán, Jalisco, México
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Teh LK, Bertilsson L. Pharmacogenomics of CYP2D6: molecular genetics, interethnic differences and clinical importance. Drug Metab Pharmacokinet 2011; 27:55-67. [PMID: 22185816 DOI: 10.2133/dmpk.dmpk-11-rv-121] [Citation(s) in RCA: 150] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
CYP2D6 has received intense attention since the beginning of the pharmacogenetic era in the 1970s. This is because of its involvement in the metabolism of more than 25% of the marketed drugs, the large geographical and inter-ethnic differences in the genetic polymorphism and possible drug-induced toxicity. Many interesting reviews have been published on CYP2D6 and this review aims to reinstate the importance of the genetic polymorphism of CYP2D6 in different populations as well as some clinical implications and important drug interactions.
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Affiliation(s)
- Lay Kek Teh
- Pharmacogenomics Centre PROMISE, Faculty of Pharmacy, Universiti Teknologi MARA, Selangor DE, Malaysia.
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Lee IS, Kim D. Polymorphic metabolism by functional alterations of human cytochrome P450 enzymes. Arch Pharm Res 2011; 34:1799-816. [PMID: 22139682 DOI: 10.1007/s12272-011-1103-2] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2011] [Accepted: 08/24/2011] [Indexed: 10/14/2022]
Abstract
The study of cytochrome P450 pharmacogenomics is of particular interest because of its promise in the development of rational means to optimize drug therapy with respect to patient's genotype to ensure maximum efficacy with minimal adverse effects. Drug metabolizing P450 enzymes are polymorphic and are the main phase I enzymes responsible for the metabolism of clinical drugs. Therefore, polymorphisms in the P450s have the most impact on the fate of clinical drugs in phase I metabolism since almost 80% of drugs in use today are metabolized by these enzymes. Predictive genotyping for P450 enzymes for a more effective therapy will be routine for specific drugs in the future. In this review, we discuss the current knowledge of polymorphic metabolism by functional alterations in nonsynonymous SNPs of P450 1A2, 2A6, 2C8, 2C9, 2C19, 2D6, and 3A4 enzymes.
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Affiliation(s)
- Im-Soon Lee
- Department of Biological Sciences and Center for Biotechnology Research in UBITA, Konkuk University, Seoul 143-701, Korea
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