The Extent and Impact of Variation in ADME Genes in Sub-Saharan African Populations

被引:20
作者
da Rocha, Jorge E. B. [1 ,2 ,3 ]
Othman, Houcemeddine [1 ]
Botha, Gerrit [4 ,5 ]
Cottino, Laura [1 ,2 ,3 ]
Twesigomwe, David [1 ,2 ,3 ]
Ahmed, Samah [6 ]
Drogemoller, Britt, I [7 ]
Fadlelmola, Faisal M. [6 ]
Machanick, Philip [8 ]
Mbiyavanga, Mamana [4 ,5 ]
Panji, Sumir [4 ,5 ]
Wright, Galen E. B. [9 ,10 ,11 ]
Adebamowo, Clement [12 ,13 ,14 ]
Matshaba, Mogomotsi [15 ,16 ]
Ramsay, Michele [1 ,2 ,3 ]
Simo, Gustave [17 ]
Simuunza, Martin C. [18 ]
Tiemessen, Caroline T. [19 ,20 ]
Baldwin, Sandra [21 ]
Chiano, Mathias [22 ]
Cox, Charles [22 ]
Gross, Annette S. [23 ]
Thomas, Pamela [24 ]
Gamo, Francisco-Javier [25 ]
Hazelhurst, Scott [1 ,26 ]
机构
[1] Univ Witwatersrand, Fac Hlth Sci, Sydney Brenner Inst Mol Biosci SBIMB, Johannesburg, South Africa
[2] Univ Witwatersrand, Fac Hlth Sci, Natl Hlth Lab Serv, Div Human Genet, Johannesburg, South Africa
[3] Univ Witwatersrand, Fac Hlth Sci, Sch Pathol, Johannesburg, South Africa
[4] Univ Cape Town, Dept Integrat Biomed Sci, Computat Biol Div, Cape Town, South Africa
[5] Univ Cape Town, Dept Integrat Biomed Sci, H3ABioNet, Cape Town, South Africa
[6] Univ Khartoum, Fac Sci, Ctr Bioinformat & Syst Biol, Khartoum, Sudan
[7] Univ Manitoba, Dept Biochem & Med Genet, Winnipeg, MB, Canada
[8] Rhodes Univ, Dept Comp Sci, Makhanda, South Africa
[9] Univ Manitoba, Winnipeg Hlth Sci Ctr, Neurosci Res Program, Winnipeg, MB, Canada
[10] Univ Manitoba, Max Rady Coll Med, Kleysen Adv Med, Winnipeg, MB, Canada
[11] Univ Manitoba, Rady Fac Hlth Sci, Dept Pharmacol & Therapeut, Winnipeg, MB, Canada
[12] Inst Human Virol, Abuja, Nigeria
[13] Univ Maryland, Sch Med, Inst Human Virol, Baltimore, MD 21201 USA
[14] Univ Maryland, Sch Med, Greenebaum Comprehens Canc Ctr, Baltimore, MD 21201 USA
[15] Botswana Baylor Childrens Clin Ctr Excellence, Gaborone, Botswana
[16] Baylor Coll Med, Houston, TX 77030 USA
[17] Univ Dschang, Fac Sci, Dept Biochem, Mol Parasitol & Entomol Unit, Dschang, Cameroon
[18] Univ Zambia, Sch Vet Med, Dept Dis Control, Lusaka, Zambia
[19] Univ Witwatersrand, Natl Hlth Lab Serv, Ctr HIV & STIs, Natl Inst Communicable Dis, Johannesburg, South Africa
[20] Univ Witwatersrand, Fac Hlth Sci, Johannesburg, South Africa
[21] GlaxoSmithKline R&D, Drug Metab & Pharmacokinet, Ware, Herts, England
[22] GlaxoSmithKline R&D, Human Genet, Stevenage, Herts, England
[23] GlaxoSmithKline R&D, Clin Pharmacol Modelling & Simulat, Sydney, NSW, Australia
[24] GlaxoSmithKline R&D, Data & Computat Sci, Stevenage, Herts, England
[25] GlaxoSmithKline R&D, Global Hlth, Madrid, Spain
[26] Univ Witwatersrand, Sch Elect & Informat Engn, Johannesburg, South Africa
基金
美国国家卫生研究院; 英国惠康基金; 新加坡国家研究基金会; 英国医学研究理事会;
关键词
ADME; genetic diversity; Africa; pharmacogenomics; CNV; POLYMORPHISMS; ASSOCIATION; GENOME; DISCOVERY; DATABASE; PROGRAM;
D O I
10.3389/fphar.2021.634016
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Introduction: Investigating variation in genes involved in the absorption, distribution, metabolism, and excretion (ADME) of drugs are key to characterizing pharmacogenomic (PGx) relationships. ADME gene variation is relatively well characterized in European and Asian populations, but data from African populations are under-studied-which has implications for drug safety and effective use in Africa.Results: We identified significant ADME gene variation in African populations using data from 458 high-coverage whole genome sequences, 412 of which are novel, and from previously available African sequences from the 1,000 Genomes Project. ADME variation was not uniform across African populations, particularly within high impact coding variation. Copy number variation was detected in 116 ADME genes, with equal ratios of duplications/deletions. We identified 930 potential high impact coding variants, of which most are discrete to a single African population cluster. Large frequency differences (i.e., >10%) were seen in common high impact variants between clusters. Several novel variants are predicted to have a significant impact on protein structure, but additional functional work is needed to confirm the outcome of these for PGx use. Most variants of known clinical outcome are rare in Africa compared to European populations, potentially reflecting a clinical PGx research bias to European populations.Discussion: The genetic diversity of ADME genes across sub-Saharan African populations is large. The Southern African population cluster is most distinct from that of far West Africa. PGx strategies based on European variants will be of limited use in African populations. Although established variants are important, PGx must take into account the full range of African variation. This work urges further characterization of variants in African populations including in vitro and in silico studies, and to consider the unique African ADME landscape when developing precision medicine guidelines and tools for African populations.
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页数:18
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