Characterization of pharmacogenomic variants in a Brazilian admixed cohort of elderly individuals based on whole-genome sequencing data

被引:3
|
作者
Bertholim-Nasciben, Luciana [1 ,2 ]
Scliar, Marilia O. [2 ]
Debortoli, Guilherme [3 ]
Thiruvahindrapuram, Bhooma [4 ]
Scherer, Stephen W. [4 ,5 ]
Duarte, Yeda A. O. [6 ]
Zatz, Mayana [2 ,7 ]
Suarez-Kurtz, Guilherme [8 ]
Parra, Esteban J. [3 ]
Naslavsky, Michel S. [2 ,7 ,9 ]
机构
[1] Univ Sao Paulo, Sch Publ Hlth, Sao Paulo, SP, Brazil
[2] Univ Sao Paulo, Human Genome & Stem Cell Res Ctr, Sao Paulo, Brazil
[3] Univ Toronto Mississauga, Dept Anthropol, Mississauga, ON, Canada
[4] Hosp Sick Children, Ctr Appl Genom, Toronto, ON, Canada
[5] Univ Toronto, Fac Med, Dept Mol Genet, Toronto, ON, Canada
[6] Univ Sao Paulo, Sch Nursing, Med Surg Nursing Dept, Sao Paulo, Brazil
[7] Univ Sao Paulo, Biosci Inst, Dept Genet & Evolut Biol, Sao Paulo, SP, Brazil
[8] Inst Nacl Canc, Div Pesquisa Clin & Desenvolvimento Tecnol, Rio De Janeiro, Brazil
[9] Hosp Israelita Albert Einstein, Sao Paulo, Brazil
基金
巴西圣保罗研究基金会;
关键词
pharmacogenomics; admixture; population cohort; whole-genome sequencing; PharmGKB; CPIC guidelines; IMPLEMENTATION CONSORTIUM; STRUCTURAL VARIATION; DIVERSITY;
D O I
10.3389/fphar.2023.1178715
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Introduction: Research in the field of pharmacogenomics (PGx) aims to identify genetic variants that modulate response to drugs, through alterations in their pharmacokinetics (PK) or pharmacodynamics (PD). The distribution of PGx variants differs considerably among populations, and whole-genome sequencing (WGS) plays a major role as a comprehensive approach to detect both common and rare variants. This study evaluated the frequency of PGx markers in the context of the Brazilian population, using data from a population-based admixed cohort from Sao Paulo, Brazil, which includes variants from WGS of 1,171 unrelated, elderly individuals.Methods: The Stargazer tool was used to call star alleles and structural variants (SVs) from 38 pharmacogenes. Clinically relevant variants were investigated, and the predicted drug response phenotype was analyzed in combination with the medication record to assess individuals potentially at high-risk of gene-drug interaction.Results: In total, 352 unique star alleles or haplotypes were observed, of which 255 and 199 had a frequency < 0.05 and < 0.01, respectively. For star alleles with frequency > 5% (n = 97), decreased, loss-of-function and unknown function accounted for 13.4%, 8.2% and 27.8% of alleles or haplotypes, respectively. Structural variants (SVs) were identified in 35 genes for at least one individual, and occurred with frequencies >5% for CYP2D6, CYP2A6, GSTM1, and UGT2B17. Overall 98.0% of the individuals carried at least one high risk genotype-predicted phenotype in pharmacogenes with PharmGKB level of evidence 1A for drug interaction. The Electronic Health Record (EHR) Priority Result Notation and the cohort medication registry were combined to assess high-risk gene-drug interactions. In general, 42.0% of the cohort used at least one PharmGKB evidence level 1A drug, and 18.9% of individuals who used PharmGKB evidence level 1A drugs had a genotype-predicted phenotype of high-risk gene-drug interaction.Conclusion: This study described the applicability of next-generation sequencing (NGS) techniques for translating PGx variants into clinically relevant phenotypes on a large scale in the Brazilian population and explores the feasibility of systematic adoption of PGx testing in Brazil.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] The Medical Genome Reference Bank: a whole-genome data resource of 4000 healthy elderly individuals. Rationale and cohort design
    Lacaze, Paul
    Pinese, Mark
    Kaplan, Warren
    Stone, Andrew
    Brion, Marie-Jo
    Woods, Robyn L.
    McNamara, Martin
    McNeil, John J.
    Dinger, Marcel E.
    Thomas, David M.
    EUROPEAN JOURNAL OF HUMAN GENETICS, 2019, 27 (02) : 308 - 316
  • [22] Characterization of Uterine Leiomyomas by Whole-Genome Sequencing
    Mehine, Miika
    Kaasinen, Eevi
    Makinen, Netta
    Katainen, Riku
    Kampjarvi, Kati
    Pitkanen, Esa
    Heinonen, Hanna-Riikka
    Butzow, Ralf
    Kilpivaara, Outi
    Kuosmanen, Anna
    Ristolainen, Heikki
    Gentile, Massimiliano
    Sjoberg, Jari
    Vahteristo, Pia
    Aaltonen, Lauri A.
    NEW ENGLAND JOURNAL OF MEDICINE, 2013, 369 (01): : 43 - 53
  • [23] Ability of whole-genome SNP arrays to capture 'must have' pharmacogenomic variants
    Peters, Eric J.
    McLead, Howard L.
    PHARMACOGENOMICS, 2008, 9 (11) : 1573 - 1577
  • [24] Whole-genome sequencing of a sporadic primary immunodeficiency cohort
    Thaventhiran, James E. D.
    Allen, Hana Lango
    Burren, Oliver S.
    Rae, William
    Greene, Daniel
    Staples, Emily
    Zhang, Zinan
    Farmery, James H. R.
    Simeoni, Ilenia
    Rivers, Elizabeth
    Maimaris, Jesmeen
    Penkett, Christopher J.
    Stephens, Jonathan
    Deevi, Sri V. V.
    Sanchis-Juan, Alba
    Gleadall, Nicholas S.
    Thomas, Moira J.
    Sargur, Ravishankar B.
    Gordins, Pavels
    Baxendale, Helen E.
    Brown, Matthew
    Tuijnenburg, Paul
    Worth, Austen
    Hanson, Steven
    Linger, Rachel J.
    Buckland, Matthew S.
    Rayner-Matthews, Paula J.
    Gilmour, Kimberly C.
    Samarghitean, Crina
    Seneviratne, Suranjith L.
    Sansom, David M.
    Lynch, Andy G.
    Megy, Karyn
    Ellinghaus, Eva
    Ellinghaus, David
    Jorgensen, Silje F.
    Karlsen, Tom H.
    Stirrups, Kathleen E.
    Cutler, Antony J.
    Kumararatne, Dinakantha S.
    Chandra, Anita
    Edgar, J. David M.
    Herwadkar, Archana
    Cooper, Nichola
    Grigoriadou, Sofia
    Huissoon, Aarnoud P.
    Goddard, Sarah
    Jolles, Stephen
    Schuetz, Catharina
    Boschann, Felix
    NATURE, 2020, 583 (7814) : 90 - +
  • [25] Whole-Genome Sequencing of an Ashkenazi Jewish Schizophrenia Cohort
    Lencz, Todd
    Mukherjee, Semanti
    Malhotra, Anil
    Carmi, Shai
    Pe'er, Itsik
    Darvasi, Ariel
    BIOLOGICAL PSYCHIATRY, 2014, 75 (09) : 218S - 218S
  • [26] Clinical Utility of Whole-Genome Sequencing in an ALS Cohort
    Chio, Adriano
    Calvo, Andrea
    Moglia, Cristina
    Brunetti, Maura
    Chia, Ruth
    Ding, Jinhui
    Gibbs, J. Raphael
    Dalgard, Clifton
    Scholz, Sonja
    Traynor, Bryan
    Mazzini, Letizia
    De Marchi, Fabiola
    Corrado, Lucia
    D'Alfonso, Sandra
    Grassano, Maurizio
    NEUROLOGY, 2021, 96 (15)
  • [27] Whole-genome sequencing of a sporadic primary immunodeficiency cohort
    James E. D. Thaventhiran
    Hana Lango Allen
    Oliver S. Burren
    William Rae
    Daniel Greene
    Emily Staples
    Zinan Zhang
    James H. R. Farmery
    Ilenia Simeoni
    Elizabeth Rivers
    Jesmeen Maimaris
    Christopher J. Penkett
    Jonathan Stephens
    Sri V. V. Deevi
    Alba Sanchis-Juan
    Nicholas S. Gleadall
    Moira J. Thomas
    Ravishankar B. Sargur
    Pavels Gordins
    Helen E. Baxendale
    Matthew Brown
    Paul Tuijnenburg
    Austen Worth
    Steven Hanson
    Rachel J. Linger
    Matthew S. Buckland
    Paula J. Rayner-Matthews
    Kimberly C. Gilmour
    Crina Samarghitean
    Suranjith L. Seneviratne
    David M. Sansom
    Andy G. Lynch
    Karyn Megy
    Eva Ellinghaus
    David Ellinghaus
    Silje F. Jorgensen
    Tom H. Karlsen
    Kathleen E. Stirrups
    Antony J. Cutler
    Dinakantha S. Kumararatne
    Anita Chandra
    J. David M. Edgar
    Archana Herwadkar
    Nichola Cooper
    Sofia Grigoriadou
    Aarnoud P. Huissoon
    Sarah Goddard
    Stephen Jolles
    Catharina Schuetz
    Felix Boschann
    Nature, 2020, 583 : 90 - 95
  • [28] Identification and Interpretation of Clinically Relevant Somatic Variants from Whole-Genome Sequencing Data
    Maqbool, Khurram
    Foroughi-Asl, Hassan Hassan
    Jeggari, Ashwini Ashwini
    Ivanchuk, Vadym
    Eisfeldt, Jesper
    Renevey, Annick
    Elhami, Keyvan
    Rasi, Chiara
    Nilsson, Daniel
    Heinaniemi, Merja
    Lohi, Olli
    Wirta, Valtteri
    BLOOD, 2022, 140 : 13003 - 13004
  • [29] Whole-genome sequencing analysis of structural variants in oesophageal adenocarcinoma
    Contino, Gianmarco
    Secrier, Maria
    Edward, Paul A. W.
    Fitzgerald, Rebecca
    LANCET, 2017, 389 : 34 - 34
  • [30] Whole-Genome Sequencing and Genomic Variant Analysis of Kazakh Individuals
    Kairov, Ulykbek
    Molkenov, Askhat
    Sharip, Aigul
    Rakhimova, Saule
    Seidualy, Madina
    Rhie, Arang
    Kozhamkulov, Ulan
    Zhabagin, Maxat
    Kim, Jong-Il
    Lee, Joseph H.
    Terwilliger, Joseph D.
    Seo, Jeong-Sun
    Zhumadilov, Zhaxybay
    Akilzhanova, Ainur
    FRONTIERS IN GENETICS, 2022, 13