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Alvarado AT, Saravia M, Losno R, Pariona R, Muñoz AM, Ybañez-Julca RO, Loja B, Bendezú MR, García JA, Surco-Laos F, Laos-Anchante D, Chávez H, Aguilar P, Pineda M. CYP2D6 and CYP2C19 Genes Associated with Tricontinental and Latin American Ancestry of Pe-ruvians. DRUG METABOLISM AND BIOANALYSIS LETTERS 2022; 16:DMBL-EPUB-128245. [PMID: 36518034 PMCID: PMC10436705 DOI: 10.2174/1872312815666221213151140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 08/30/2022] [Accepted: 10/14/2022] [Indexed: 06/17/2023]
Abstract
Precision medicine seeks to individualize the dose from the beginning of phar-macological therapy based on the characteristics of each patient, genes involved in the metabolic phenotype, ethnicity or miscegenation, with the purpose to minimize adverse effects and optimize drug efficacy. The objective was to re-view studies that describe the association of the CYP2D6 and CYP2C19 genes with the tricontinental and Latin American ancestry of Peruvians. A biblio-graphic search was carried out in PubMed/Medline and SciELO, with various descriptors in Spanish and English. The results of this review confirm that the ethnic origin of Peruvians is triconti-nental due to European (mainly Spanish), African and Asian migration, in addi-tion to Latin American migration, being 60.2% mixed, 25.8% Amerindian, 5.9% white, 3.6% African descent, 1.2% Chinese and Japanese descent, and 3.3% unspecified. Studies on CYP2C19*3, CYP2D6*2, *3 and *6 have been reported in Peruvians, and the frequency is similar to that studied in Ecuadori-ans and Colombians. The CYP2C19*3, CYP2D6*3, and CYP2D6*6 alleles found in Peruvians are common in Europeans, Africans, and Asians; while CYP2D6*4 in Africans and CYP2D6*2 related to Asians. In some studies, the ethnic/gene association has not been demonstrated; while others have shown a significant association, which is why further investigation is warranted. It is concluded that the studies on CYP2D6 and CYP2C19 genes associated with the tricontinental and Latin American ancestry of Peruvians are little, and ac-cording to what has been investigated, the CYP2C19*3, CYP2D6*2, *3, *4 and *6 alleles have more related to their ancestry.
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Affiliation(s)
- Angel T. Alvarado
- International Research Network in Pharmacology and Precision Medicine, Human Medicine School, San Ignacio de Loyola University, USIL, Lima, 15024, Peru
- Latin American Network for the Implementation and Validation of Clinical Pharmacogenomics Guidelines (RELIVAF-CYTED), Madrid, 28001, Spain
| | - María Saravia
- International Research Network in Pharmacology and Precision Medicine, Human Medicine School, San Ignacio de Loyola University, USIL, Lima, 15024, Peru
| | - Ricardo Losno
- International Research Network in Pharmacology and Precision Medicine, Human Medicine School, San Ignacio de Loyola University, USIL, Lima, 15024, Peru
| | - Ricardo Pariona
- International Research Network in Pharmacology and Precision Medicine, Human Medicine School, San Ignacio de Loyola University, USIL, Lima, 15024, Peru
| | - Ana María Muñoz
- Institute of Food Science and Nutrition, ICAN, San Ignacio de Loyola University, USIL, Lima, 15024, Peru
| | - Roberto O. Ybañez-Julca
- Faculty of Pharmacy and Biochemistry, National University of Trujillo, Trujillo, 13001, Peru
| | - Berta Loja
- International Research Network in Pharmacology and Precision Medicine, Human Medicine School, San Ignacio de Loyola University, USIL, Lima, 15024, Peru
| | - María R. Bendezú
- Faculty of Pharmacy and Biochemistry, San Luis Gonzaga National University of Ica, Ica, 11001, Peru
| | - Jorge A. García
- Faculty of Pharmacy and Biochemistry, San Luis Gonzaga National University of Ica, Ica, 11001, Peru
| | - Felipe Surco-Laos
- Faculty of Pharmacy and Biochemistry, San Luis Gonzaga National University of Ica, Ica, 11001, Peru
| | - Doris Laos-Anchante
- Faculty of Pharmacy and Biochemistry, San Luis Gonzaga National University of Ica, Ica, 11001, Peru
| | - Haydee Chávez
- Faculty of Pharmacy and Biochemistry, San Luis Gonzaga National University of Ica, Ica, 11001, Peru
| | | | - Mario Pineda
- Pharmacy and Biochemistry, FCS, Scientific of the South University, UCSUR, Lima, 15067, Peru
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Relevance of CYP2D6 Gene Variants in Population Genetic Differentiation. Pharmaceutics 2022; 14:pharmaceutics14112481. [PMID: 36432672 PMCID: PMC9694252 DOI: 10.3390/pharmaceutics14112481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 11/09/2022] [Accepted: 11/10/2022] [Indexed: 11/18/2022] Open
Abstract
A significant portion of the variability in complex features, such as drug response, is likely caused by human genetic diversity. One of the highly polymorphic pharmacogenes is CYP2D6, encoding an enzyme involved in the metabolism of about 25% of commonly prescribed drugs. In a directed search of the 1000 Genomes Phase III variation data, 86 single nucleotide polymorphisms (SNPs) in the CYP2D6 gene were extracted from the genotypes of 2504 individuals from 26 populations, and then used to reconstruct haplotypes. Analyses were performed using Haploview, Phase, and Arlequin softwares. Haplotype and nucleotide diversity were high in all populations, but highest in populations of African ancestry. Pairwise FST showed significant results for eleven SNPs, six of which were characteristic of African populations, while four SNPs were most common in East Asian populations. A principal component analysis of CYP2D6 haplotypes showed that African populations form one cluster, Asian populations form another cluster with East and South Asian populations separated, while European populations form the third cluster. Linkage disequilibrium showed that all African populations have three or more haplotype blocks within the CYP2D6 gene, while other world populations have one, except for Chinese Dai and Punjabi in Pakistan populations, which have two.
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Rodrigues-Soares F, Peñas-Lledó EM, Tarazona-Santos E, Sosa-Macías M, Terán E, López-López M, Rodeiro I, Moya GE, Calzadilla LR, Ramírez-Roa R, Grazina M, Estévez-Carrizo FE, Barrantes R, LLerena A. Genomic Ancestry, CYP2D6, CYP2C9, and CYP2C19 Among Latin Americans. Clin Pharmacol Ther 2019; 107:257-268. [PMID: 31376146 DOI: 10.1002/cpt.1598] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Accepted: 07/25/2019] [Indexed: 02/06/2023]
Abstract
We present the distribution of CYP2D6, CYP2C9, and CYP2C19 variants and predicted phenotypes in 33 native and admixed populations from Ibero-America (n > 6,000) in the context of genetic ancestry (n = 3,387). Continental ancestries are the major determinants of frequencies of the increased-activity allele CYP2C19*17 and CYP2C19 gUMs (negatively associated with Native American ancestry), decreased-activity alleles CYP2D6*41 and CYP2C9*2 (positively associated with European ancestry), and decreased-activity alleles CYP2D6*17 and CYP2D6*29 (positively associated with African ancestry). For the rare alleles, CYP2C9*2 and CYPC19*17, European admixture accounts for their presence in Native American populations, but rare alleles CYP2D6*5 (null-activity), CYP2D6-multiplication alleles (increased activity), and CYP2C9*3 (decreased-activity) were present in the pre-Columbian Americas. The study of a broad spectrum of Native American populations from different ethno-linguistic groups show how autochthonous diversity shaped the distribution of pharmaco-alleles and give insights on the prevalence of clinically relevant phenotypes associated with drugs, such as paroxetine, tamoxifen, warfarin, and clopidogrel.
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Affiliation(s)
- Fernanda Rodrigues-Soares
- RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics, Badajoz, Extremadura, Spain.,Departamento de Genética, Ecologia e Evolução, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.,Departamento de Patologia, Genética e Evolução, Universidade Federal do Triângulo Mineiro, Uberaba, Minas Gerais, Brazil
| | - Eva M Peñas-Lledó
- RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics, Badajoz, Extremadura, Spain.,Instituto de Investigación Biosanitaria de Extremadura, Universidad de Extremadura, SES, Badajoz, Extremadura, Spain
| | - Eduardo Tarazona-Santos
- RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics, Badajoz, Extremadura, Spain.,Departamento de Genética, Ecologia e Evolução, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.,Universidad Peruana Cayetano Heredia, Lima, Peru.,Instituto de Estudos Avançados Transdisciplinares, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Martha Sosa-Macías
- RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics, Badajoz, Extremadura, Spain.,Instituto Politécnico Nacional, Durango, Mexico
| | - Enrique Terán
- RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics, Badajoz, Extremadura, Spain.,Colegio de Ciencias de la Salud, Universidad San Francisco de Quito, Quito, Ecuador
| | - Marisol López-López
- RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics, Badajoz, Extremadura, Spain.,Universidad Autónoma Metropolitana, Ciudad de México, Mexico
| | - Idania Rodeiro
- RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics, Badajoz, Extremadura, Spain.,Instituto de Ciencias del Mar, La Habana, Cuba
| | - Graciela E Moya
- RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics, Badajoz, Extremadura, Spain.,Universidad Católica de Argentina, Buenos Aires, Argentina
| | - Luis R Calzadilla
- RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics, Badajoz, Extremadura, Spain.,Centro Comunitario de Salud Mental, La Habana Vieja, La Habana, Cuba
| | - Ronald Ramírez-Roa
- RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics, Badajoz, Extremadura, Spain.,Universidad Nacional Autónoma de Nicaragua, León, Nicaragua
| | - Manuela Grazina
- RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics, Badajoz, Extremadura, Spain.,Faculdade de Medicina & Centro de Neurociências e Biologia Celular, University of Coimbra, Coimbra, Portugal
| | - Francisco E Estévez-Carrizo
- RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics, Badajoz, Extremadura, Spain.,Universidad de Montevideo, Montevideo, Uruguay
| | - Ramiro Barrantes
- RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics, Badajoz, Extremadura, Spain.,Universidad de Costa Rica, San José, Costa Rica
| | - Adrián LLerena
- RIBEF Ibero-American Network of Pharmacogenetics and Pharmacogenomics, Badajoz, Extremadura, Spain.,Instituto de Investigación Biosanitaria de Extremadura, Universidad de Extremadura, SES, Badajoz, Extremadura, Spain
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Sivadas A, Scaria V. Population-scale genomics-Enabling precision public health. ADVANCES IN GENETICS 2018; 103:119-161. [PMID: 30904093 DOI: 10.1016/bs.adgen.2018.09.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The current excitement for affordable genomics technologies and national precision medicine initiatives marks a turning point in worldwide healthcare practices. The last decade of global population sequencing efforts has defined the enormous extent of genetic variation in the human population resulting in insights into differential disease burden and response to therapy within and between populations. Population-scale pharmacogenomics helps to provide insights into the choice of optimal therapies and an opportunity to estimate, predict and minimize adverse events. Such an approach can potentially empower countries to formulate national selection and dosing policies for therapeutic agents thereby promoting public health with precision. We review the breadth and depth of worldwide population-scale sequencing efforts and its implications for the implementation of clinical pharmacogenetics toward making precision medicine a reality.
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Affiliation(s)
- Ambily Sivadas
- GN Ramachandran Knowledge Center for Genome Informatics, CSIR Institute of Genomics and Integrative Biology (CSIR-IGIB), New Delhi, India; Academy of Scientific and Innovative Research (AcSIR), New Delhi, India
| | - Vinod Scaria
- GN Ramachandran Knowledge Center for Genome Informatics, CSIR Institute of Genomics and Integrative Biology (CSIR-IGIB), New Delhi, India; Academy of Scientific and Innovative Research (AcSIR), New Delhi, India.
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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: 30] [Impact Index Per Article: 5.0] [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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Zhou Y, Lauschke VM. Comprehensive overview of the pharmacogenetic diversity in Ashkenazi Jews. J Med Genet 2018; 55:617-627. [PMID: 29970487 DOI: 10.1136/jmedgenet-2018-105429] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2018] [Revised: 05/28/2018] [Accepted: 06/10/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND Adverse drug reactions are a major concern in drug development and clinical therapy. Genetic polymorphisms in genes involved in drug metabolism and transport are major determinants of treatment efficacy and adverse reactions, and constitute important biomarkers for drug dosing, efficacy and safety. Importantly, human populations and subgroups differ substantially in their pharmacogenetic variability profiles, with important consequences for personalised medicine strategies and precision public health approaches. Despite their long migration history, Ashkenazi Jews constitute a rather isolated population with a unique genetic signature that is distinctly different from other populations. OBJECTIVE To provide a comprehensive overview of the pharmacogenetic profile in Ashkenazim. METHODS We analysed next-generation sequencing data from 5076 Ashkenazim individuals and used sequence data from 117 425 non-Jewish individuals as reference. RESULTS We derived frequencies of 164 alleles in 17 clinically relevant pharmacogenes and derived profiles of putative functional consequences, providing the most comprehensive data set of Jewish pharmacogenetic diversity published to date. Furthermore, we detected 127 variants with an aggregated frequency of 20.7% that were specifically found in Ashkenazim, of which 55 variants were putatively deleterious (aggregated frequency of 9.4%). CONCLUSION The revealed pattern of pharmacogenetic variability in Ashkenazi Jews is distinctly different from other populations and is expected to translate into unique functional consequences, especially for the metabolism of CYP2A6, CYP2C9, NAT2 and VKORC1 substrates. We anticipate that the presented data will serve as a powerful resource for the guidance of pharmacogenetic treatment decisions and the optimisation of population-specific genotyping strategies in the Ashkenazi diaspora.
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Affiliation(s)
- Yitian Zhou
- Department of Physiology and Pharmacology, Section of Pharmacogenetics, Karolinska Institutet, Stockholm, Sweden
| | - Volker M Lauschke
- Department of Physiology and Pharmacology, Section of Pharmacogenetics, Karolinska Institutet, Stockholm, Sweden
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Naranjo MEG, de Andrés F, Delgado A, Cobaleda J, Peñas-Lledó EM, LLerena A. High frequency of CYP2D6 ultrarapid metabolizers in Spain: controversy about their misclassification in worldwide population studies. THE PHARMACOGENOMICS JOURNAL 2016; 16:485-90. [PMID: 27272044 DOI: 10.1038/tpj.2016.47] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2016] [Revised: 03/14/2016] [Accepted: 05/02/2016] [Indexed: 02/06/2023]
Abstract
A high frequency (7-10%) of CYP2D6 ultrarapid metabolizers estimated from the genotype (gUMs) has been claimed to exist among Spaniards and Southern Europeans. However, methodological aspects such as the inclusion of individuals carrying non-active multiplied alleles as gUMs may have led to an overestimation. Thus, this study aimed to analyze the gUM frequency (considering only those carrying more than two active genes) in 805 Spanish healthy volunteers studied for CYP2D6*2, *3, *4, *5, *6, *10, *17, *35, *41, and multiplications. Second, all worldwide studies reporting gUM frequencies were reviewed in order to evaluate potential misclassifications. The gUM frequency in this Spanish population was 5.34%, but increased to 8.3% if all individuals with CYP2D6 multiplications were classified as gUMs without considering the activity of the multiplied alleles. Moreover, among all reviewed worldwide studies only 55.6% precisely determined whether the multiplied alleles were active. Present results suggest that the evaluation of CYP2D6 ultrarapid metabolism should be standarized, and that the frequency of gUMs should be reconsidered in Spaniards and globally.
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Affiliation(s)
- M E G Naranjo
- CICAB Clinical Research Center, Extremadura University and Medical School, Badajoz, Spain
| | - F de Andrés
- CICAB Clinical Research Center, Extremadura University and Medical School, Badajoz, Spain
| | - A Delgado
- CICAB Clinical Research Center, Extremadura University and Medical School, Badajoz, Spain
| | - J Cobaleda
- CICAB Clinical Research Center, Extremadura University and Medical School, Badajoz, Spain.,Primary Health Care Center 'Ciudad Jardín', Badajoz, Spain
| | - E M Peñas-Lledó
- CICAB Clinical Research Center, Extremadura University and Medical School, Badajoz, Spain
| | - A LLerena
- CICAB Clinical Research Center, Extremadura University and Medical School, Badajoz, Spain.,CIBERSAM, Instituto de Salud Carlos III, Madrid, Spain
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