Literature DB >> 20084087

Methodological challenges of genome-wide association analysis in Africa.

Yik-Ying Teo1, Kerrin S Small, Dominic P Kwiatkowski.   

Abstract

Medical research in Africa has yet to benefit from the advent of genome-wide association (GWA) analysis, partly because the genotyping tools and statistical methods that have been developed for European and Asian populations struggle to deal with the high levels of genome diversity and population structure in Africa. However, the haplotypic diversity of African populations might help to overcome one of the major roadblocks in GWA research, the fine mapping of causal variants. We review the methodological challenges and consider how GWA studies in Africa will be transformed by new approaches in statistical imputation and large-scale genome sequencing.

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Year:  2010        PMID: 20084087      PMCID: PMC3769612          DOI: 10.1038/nrg2731

Source DB:  PubMed          Journal:  Nat Rev Genet        ISSN: 1471-0056            Impact factor:   53.242


  116 in total

1.  Haplotype diversity across 100 candidate genes for inflammation, lipid metabolism, and blood pressure regulation in two populations.

Authors:  Dana C Crawford; Christopher S Carlson; Mark J Rieder; Dana P Carrington; Qian Yi; Joshua D Smith; Michael A Eberle; Leonid Kruglyak; Deborah A Nickerson
Journal:  Am J Hum Genet       Date:  2004-03-10       Impact factor: 11.025

2.  Whole-genome sequencing and variant discovery in C. elegans.

Authors:  LaDeana W Hillier; Gabor T Marth; Aaron R Quinlan; David Dooling; Ginger Fewell; Derek Barnett; Paul Fox; Jarret I Glasscock; Matthew Hickenbotham; Weichun Huang; Vincent J Magrini; Ryan J Richt; Sacha N Sander; Donald A Stewart; Michael Stromberg; Eric F Tsung; Todd Wylie; Tim Schedl; Richard K Wilson; Elaine R Mardis
Journal:  Nat Methods       Date:  2008-01-20       Impact factor: 28.547

3.  In search of susceptibility genes for type 2 diabetes in West Africa: the design and results of the first phase of the AADM study.

Authors:  C N Rotimi; G M Dunston; K Berg; O Akinsete; A Amoah; S Owusu; J Acheampong; K Boateng; J Oli; G Okafor; B Onyenekwe; B Osotimehin; F Abbiyesuku; T Johnson; O Fasanmade; P Furbert-Harris; R Kittles; M Vekich; O Adegoke; G Bonney; F Collins
Journal:  Ann Epidemiol       Date:  2001-01       Impact factor: 3.797

4.  The transmission/disequilibrium test: history, subdivision, and admixture.

Authors:  W J Ewens; R S Spielman
Journal:  Am J Hum Genet       Date:  1995-08       Impact factor: 11.025

5.  Progress and challenges in genome-wide association studies in humans.

Authors:  Peter Donnelly
Journal:  Nature       Date:  2008-12-11       Impact factor: 49.962

6.  The genetic structure and history of Africans and African Americans.

Authors:  Sarah A Tishkoff; Floyd A Reed; Françoise R Friedlaender; Christopher Ehret; Alessia Ranciaro; Alain Froment; Jibril B Hirbo; Agnes A Awomoyi; Jean-Marie Bodo; Ogobara Doumbo; Muntaser Ibrahim; Abdalla T Juma; Maritha J Kotze; Godfrey Lema; Jason H Moore; Holly Mortensen; Thomas B Nyambo; Sabah A Omar; Kweli Powell; Gideon S Pretorius; Michael W Smith; Mahamadou A Thera; Charles Wambebe; James L Weber; Scott M Williams
Journal:  Science       Date:  2009-04-30       Impact factor: 47.728

7.  Genetic structure of a unique admixed population: implications for medical research.

Authors:  Nick Patterson; Desiree C Petersen; Richard E van der Ross; Herawati Sudoyo; Richard H Glashoff; Sangkot Marzuki; David Reich; Vanessa M Hayes
Journal:  Hum Mol Genet       Date:  2009-11-05       Impact factor: 6.150

8.  Imputation-based analysis of association studies: candidate regions and quantitative traits.

Authors:  Bertrand Servin; Matthew Stephens
Journal:  PLoS Genet       Date:  2007-05-30       Impact factor: 5.917

9.  Ethical data release in genome-wide association studies in developing countries.

Authors:  Michael Parker; Susan J Bull; Jantina de Vries; Tsiri Agbenyega; Ogobara K Doumbo; Dominic P Kwiatkowski
Journal:  PLoS Med       Date:  2009-11-24       Impact factor: 11.069

10.  Classical sickle beta-globin haplotypes exhibit a high degree of long-range haplotype similarity in African and Afro-Caribbean populations.

Authors:  Neil Hanchard; Abier Elzein; Clare Trafford; Kirk Rockett; Margaret Pinder; Muminatou Jallow; Rosalind Harding; Dominic Kwiatkowski; Colin McKenzie
Journal:  BMC Genet       Date:  2007-08-10       Impact factor: 2.797

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  109 in total

1.  Infectious diseases not immune to genome-wide association.

Authors:  Paul I W de Bakker; Amalio Telenti
Journal:  Nat Genet       Date:  2010-09       Impact factor: 38.330

2.  Population structure of Aggarwals of north India as revealed by molecular markers.

Authors:  Vipin Gupta; Rajesh Khadgawat; Hon Keung Tony Ng; Satish Kumar; Vadlamudi Raghavendra Rao; Mohinder Pal Sachdeva
Journal:  Genet Test Mol Biomarkers       Date:  2010-10-28

Review 3.  Fine-scale population structure and the era of next-generation sequencing.

Authors:  Brenna M Henn; Simon Gravel; Andres Moreno-Estrada; Suehelay Acevedo-Acevedo; Carlos D Bustamante
Journal:  Hum Mol Genet       Date:  2010-09-28       Impact factor: 6.150

Review 4.  Functional analysis of erythrocyte determinants of Plasmodium infection.

Authors:  Amy K Bei; Manoj T Duraisingh
Journal:  Int J Parasitol       Date:  2012-04-19       Impact factor: 3.981

5.  Efficiency of trans-ethnic genome-wide meta-analysis and fine-mapping.

Authors:  Rick Twee-Hee Ong; Xu Wang; Xuanyao Liu; Yik-Ying Teo
Journal:  Eur J Hum Genet       Date:  2012-05-23       Impact factor: 4.246

Review 6.  Genetic determinants of plasma triglycerides.

Authors:  Christopher T Johansen; Sekar Kathiresan; Robert A Hegele
Journal:  J Lipid Res       Date:  2010-11-01       Impact factor: 5.922

Review 7.  Genetics of HIV-associated sensory neuropathy and related pain in Africans.

Authors:  Huguette Gaelle Ngassa Mbenda; Antonia Wadley; Zane Lombard; Catherine Cherry; Patricia Price; Peter Kamerman
Journal:  J Neurovirol       Date:  2017-05-30       Impact factor: 2.643

8.  Evolutionary history and adaptation from high-coverage whole-genome sequences of diverse African hunter-gatherers.

Authors:  Joseph Lachance; Benjamin Vernot; Clara C Elbers; Bart Ferwerda; Alain Froment; Jean-Marie Bodo; Godfrey Lema; Wenqing Fu; Thomas B Nyambo; Timothy R Rebbeck; Kun Zhang; Joshua M Akey; Sarah A Tishkoff
Journal:  Cell       Date:  2012-07-26       Impact factor: 41.582

9.  Trans-population analysis of genetic mechanisms of ethnic disparities in neuroblastoma survival.

Authors:  Eric R Gamazon; Navin Pinto; Anuar Konkashbaev; Hae Kyung Im; Sharon J Diskin; Wendy B London; John M Maris; M Eileen Dolan; Nancy J Cox; Susan L Cohn
Journal:  J Natl Cancer Inst       Date:  2012-12-14       Impact factor: 13.506

10.  Genome-wide approaches in pharmacogenomics: heritability estimation and pharmacoethnicity as primary challenges.

Authors:  Eric R Gamazon; Minoli Perera
Journal:  Pharmacogenomics       Date:  2012-07       Impact factor: 2.533

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