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Characterization of ADME Gene Variation in Colombian Population by Exome Sequencing

In genes related to drug pharmacokinetics, molecular variations determine interindividual variability in the therapeutic efficacy and adverse drug reactions. The assessment of single-nucleotide variants (SNVs) is used with growing frequency in pharmacogenetic practice, and recently, high-throughput...

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Autores principales: Silgado-Guzmán, Daniel Felipe, Angulo-Aguado, Mariana, Morel, Adrien, Niño-Orrego, María José, Ruiz-Torres, Daniel-Armando, Contreras Bravo, Nora Constanza, Restrepo, Carlos Martin, Ortega-Recalde, Oscar, Fonseca-Mendoza, Dora Janeth
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9280300/
https://www.ncbi.nlm.nih.gov/pubmed/35846994
http://dx.doi.org/10.3389/fphar.2022.931531
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author Silgado-Guzmán, Daniel Felipe
Angulo-Aguado, Mariana
Morel, Adrien
Niño-Orrego, María José
Ruiz-Torres, Daniel-Armando
Contreras Bravo, Nora Constanza
Restrepo, Carlos Martin
Ortega-Recalde, Oscar
Fonseca-Mendoza, Dora Janeth
author_facet Silgado-Guzmán, Daniel Felipe
Angulo-Aguado, Mariana
Morel, Adrien
Niño-Orrego, María José
Ruiz-Torres, Daniel-Armando
Contreras Bravo, Nora Constanza
Restrepo, Carlos Martin
Ortega-Recalde, Oscar
Fonseca-Mendoza, Dora Janeth
author_sort Silgado-Guzmán, Daniel Felipe
collection PubMed
description In genes related to drug pharmacokinetics, molecular variations determine interindividual variability in the therapeutic efficacy and adverse drug reactions. The assessment of single-nucleotide variants (SNVs) is used with growing frequency in pharmacogenetic practice, and recently, high-throughput genomic analyses obtained through next-generation sequencing (NGS) have been recognized as powerful tools to identify common, rare and novel variants. These genetic profiles remain underexplored in Latin-American populations, including Colombia. In this study, we investigated the variability of 35 genes included in the ADME core panel (absorption, distribution, metabolism, and excretion) by whole-exome sequencing (WES) of 509 unrelated Colombian individuals with no previous reports of adverse drug reactions. Rare variants were filtered according to the minor allele frequencies (MAF) <1% and potential deleterious consequences. The functional impact of novel and rare missense variants was assessed using an optimized framework for pharmacogenetic variants. Bioinformatic analyses included the identification of clinically validated variants described in PharmGKB and ClinVar databases. Ancestry from WES data was inferred using the R package EthSEQ v2.1.4. Allelic frequencies were compared to other populations reported in the public gnomAD database. Our analysis revealed that rare missense pharmacogenetic variants were 2.1 times more frequent than common variants with 121 variants predicted as potentially deleterious. Rare loss of function (LoF) variants were identified in 65.7% of evaluated genes. Regarding variants with clinical pharmacogenetic effect, our study revealed 89 sequence variations in 28 genes represented by missense (62%), synonymous (22.5%), splice site (11.2%), and indels (3.4%). In this group, ABCB1, ABCC2, CY2B6, CYP2D6, DPYD, NAT2, SLC22A1, and UGTB2B7, are the most polymorphic genes. NAT2, CYP2B6 and DPYD metabolizer phenotypes demonstrated the highest variability. Ancestry analysis indicated admixture in 73% of the population. Allelic frequencies exhibit significant differences with other Latin-American populations, highlighting the importance of pharmacogenomic studies in populations of different ethnicities. Altogether, our data revealed that rare variants are an important source of variability in pharmacogenes involved in the pharmacokinetics of drugs and likely account for the unexplained interindividual variability in drug response. These findings provide evidence of the utility of WES for pharmacogenomic testing and into clinical practice.
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spelling pubmed-92803002022-07-15 Characterization of ADME Gene Variation in Colombian Population by Exome Sequencing Silgado-Guzmán, Daniel Felipe Angulo-Aguado, Mariana Morel, Adrien Niño-Orrego, María José Ruiz-Torres, Daniel-Armando Contreras Bravo, Nora Constanza Restrepo, Carlos Martin Ortega-Recalde, Oscar Fonseca-Mendoza, Dora Janeth Front Pharmacol Pharmacology In genes related to drug pharmacokinetics, molecular variations determine interindividual variability in the therapeutic efficacy and adverse drug reactions. The assessment of single-nucleotide variants (SNVs) is used with growing frequency in pharmacogenetic practice, and recently, high-throughput genomic analyses obtained through next-generation sequencing (NGS) have been recognized as powerful tools to identify common, rare and novel variants. These genetic profiles remain underexplored in Latin-American populations, including Colombia. In this study, we investigated the variability of 35 genes included in the ADME core panel (absorption, distribution, metabolism, and excretion) by whole-exome sequencing (WES) of 509 unrelated Colombian individuals with no previous reports of adverse drug reactions. Rare variants were filtered according to the minor allele frequencies (MAF) <1% and potential deleterious consequences. The functional impact of novel and rare missense variants was assessed using an optimized framework for pharmacogenetic variants. Bioinformatic analyses included the identification of clinically validated variants described in PharmGKB and ClinVar databases. Ancestry from WES data was inferred using the R package EthSEQ v2.1.4. Allelic frequencies were compared to other populations reported in the public gnomAD database. Our analysis revealed that rare missense pharmacogenetic variants were 2.1 times more frequent than common variants with 121 variants predicted as potentially deleterious. Rare loss of function (LoF) variants were identified in 65.7% of evaluated genes. Regarding variants with clinical pharmacogenetic effect, our study revealed 89 sequence variations in 28 genes represented by missense (62%), synonymous (22.5%), splice site (11.2%), and indels (3.4%). In this group, ABCB1, ABCC2, CY2B6, CYP2D6, DPYD, NAT2, SLC22A1, and UGTB2B7, are the most polymorphic genes. NAT2, CYP2B6 and DPYD metabolizer phenotypes demonstrated the highest variability. Ancestry analysis indicated admixture in 73% of the population. Allelic frequencies exhibit significant differences with other Latin-American populations, highlighting the importance of pharmacogenomic studies in populations of different ethnicities. Altogether, our data revealed that rare variants are an important source of variability in pharmacogenes involved in the pharmacokinetics of drugs and likely account for the unexplained interindividual variability in drug response. These findings provide evidence of the utility of WES for pharmacogenomic testing and into clinical practice. Frontiers Media S.A. 2022-06-30 /pmc/articles/PMC9280300/ /pubmed/35846994 http://dx.doi.org/10.3389/fphar.2022.931531 Text en Copyright © 2022 Silgado-Guzmán, Angulo-Aguado, Morel, Niño-Orrego, Ruiz-Torres, Contreras Bravo, Restrepo, Ortega-Recalde and Fonseca-Mendoza. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Pharmacology
Silgado-Guzmán, Daniel Felipe
Angulo-Aguado, Mariana
Morel, Adrien
Niño-Orrego, María José
Ruiz-Torres, Daniel-Armando
Contreras Bravo, Nora Constanza
Restrepo, Carlos Martin
Ortega-Recalde, Oscar
Fonseca-Mendoza, Dora Janeth
Characterization of ADME Gene Variation in Colombian Population by Exome Sequencing
title Characterization of ADME Gene Variation in Colombian Population by Exome Sequencing
title_full Characterization of ADME Gene Variation in Colombian Population by Exome Sequencing
title_fullStr Characterization of ADME Gene Variation in Colombian Population by Exome Sequencing
title_full_unstemmed Characterization of ADME Gene Variation in Colombian Population by Exome Sequencing
title_short Characterization of ADME Gene Variation in Colombian Population by Exome Sequencing
title_sort characterization of adme gene variation in colombian population by exome sequencing
topic Pharmacology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9280300/
https://www.ncbi.nlm.nih.gov/pubmed/35846994
http://dx.doi.org/10.3389/fphar.2022.931531
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