scholarly journals Evaluation of the Metabochip Genotyping Array in African Americans and Implications for Fine Mapping of GWAS-Identified Loci: The PAGE Study

PLoS ONE ◽  
2012 ◽  
Vol 7 (4) ◽  
pp. e35651 ◽  
Author(s):  
Steven Buyske ◽  
Ying Wu ◽  
Cara L. Carty ◽  
Iona Cheng ◽  
Themistocles L. Assimes ◽  
...  
Circulation ◽  
2012 ◽  
Vol 125 (suppl_10) ◽  
Author(s):  
Christy L Avery ◽  
Praveen Sethupathy ◽  
Steven Buyske ◽  
Q. C He ◽  
Dan Y Lin ◽  
...  

The QT interval (QT) is a heritable trait and its prolongation is an established risk factor for ventricular tachyarrhythmia and sudden cardiac death. Most genetic studies of QT have examined populations of European ancestry, although the increased genetic diversity in populations of African descent provides opportunity for fine-mapping, which can help narrow association signals and identify candidates for functional characterization. We examined whether eleven previously identified QT loci comprising 6,681 variants on the Illumina Metabochip array were associated with QT in 7,516 African American participants from the Atherosclerosis Risk in Communities study and Women’s Health Initiative clinical trial. Among associated loci, we used conditional analyses and queried bioinformatics databases to identify and functionally categorize signals. We identified nine of the eleven QT loci in African American populations ( P <0.0045 under an additive genetic model adjusting for ancestry and demographic characteristics: NOS1AP, ATP1B1, SCN5A, SLC35F1, KCNH2, KCNQ1, LITAF, NDRG4, and RFFL ). We also identified two independent secondary signals in NOS1AP and ATP1B1 ( P < 7.4x10 −6 ). Conditional analyses adjusting for published loci in European populations demonstrated that eight of these eleven SNPs (nine primary; two secondary) were independent of previously reported SNPs. We then performed the first bioinformatics-based functional characterization of QT loci using the eleven primary and secondary variants and SNPs in strong LD (r 2 > 0.5) among these African American participants. Only the SCN5A locus included a non-synonymous coding variant (rs1805124, H558R, r 2 = 0.7 with primary SNP rs9871385, P = 4.7x10 −4 ). The remaining ten loci harbored variants located exclusively within non-coding regions. Specifically, three contained SNPs within candidate long-range regulatory elements in human cardiomyocytes, five were in or near annotated promoter regions, and the remaining two were in un-annotated, but highly conserved non-coding elements. Several of the QT risk alleles at these SNPs significantly alter the predicted binding affinity for transcription factors, such as TBX5 and AhR, which have been previously implicated in cardiac formation and function. In summary, the findings provide compelling evidence that the same genes influence variation in QT across global populations and that additional, independent signals exist in African Americans. Moreover, of those SNPs identified as strong candidates for functional evaluation, the majority implicate gene regulatory dysfunction in QT prolongation.


2017 ◽  
Vol 62 (10) ◽  
pp. 895-901 ◽  
Author(s):  
QiPing Feng ◽  
Wei-Qi Wei ◽  
Rebecca T Levinson ◽  
Jonathan D Mosley ◽  
C Michael Stein

2011 ◽  
Vol 20 (22) ◽  
pp. 4491-4503 ◽  
Author(s):  
Fang Chen ◽  
Gary K. Chen ◽  
Robert C. Millikan ◽  
Esther M. John ◽  
Christine B. Ambrosone ◽  
...  

2012 ◽  
Vol 21 (19) ◽  
pp. 4334-4347 ◽  
Author(s):  
Paul J. McLaren ◽  
Stephan Ripke ◽  
Kimberly Pelak ◽  
Amy C. Weintrob ◽  
Nikolaos A. Patsopoulos ◽  
...  
Keyword(s):  

Genes ◽  
2019 ◽  
Vol 10 (11) ◽  
pp. 903
Author(s):  
Ashley H. Beecham ◽  
Jacob L. McCauley

While approximately 200 autosomal genetic associations outside of the major histocompatibility complex (MHC) have been identified for multiple sclerosis (MS) risk in European populations, causal variants identified at the majority of these associated loci have been much more elusive. We propose that knowledge gained from replication efforts in Hispanic and African American populations can be utilized to more efficiently fine-map these risk loci. To this end, we have customized a genotyping array by adding ~20,000 bead types (~17,000 variants) to the base content of the Ilumina Infinium expanded multi-ethnic genotyping array and the Infinium ImmunoArray-24 v2 BeadChip. These custom bead types were chosen to allow for the detection of causal variation (1) in the presence of allelic and locus heterogeneity, by incorporating regulatory and coding variation within 1-Mb of previously identified risk variants and (2) in the absence of allelic and locus heterogeneity by incorporation of variants using linkage disequilibrium criteria, which are based on knowledge of replication status in Hispanic and African American study samples. This array has been designed to maximize fine-mapping potential for currently identified MS susceptibility loci, particularly in multi-ethnic populations. The strategies described here could be additionally informative for fine-mapping of other disease phenotypes.


2008 ◽  
Vol 123 (6) ◽  
pp. 633-642 ◽  
Author(s):  
Benjamin Rhodes ◽  
David L. Morris ◽  
Lakshman Subrahmanyan ◽  
Cristin Aubin ◽  
Carlos F. Mendes de Leon ◽  
...  

Circulation ◽  
2016 ◽  
Vol 133 (suppl_1) ◽  
Author(s):  
Chani J Hodonsky ◽  
Ursula Schick ◽  
Jonathan Kocarnik ◽  
Claudia Schurmann ◽  
Steve Buyske ◽  
...  

Introduction: Variability within the normal population range of hematocrit is associated with stroke and myocardial infarction. Published GWAS of hematocrit have identified multiple loci, yet few studies have included populations of Hispanic or African descent, thereby limiting opportunities to identify population-specific variants or narrow associated regions for functional analysis. We present a fine-mapping analysis of six previously identified hematocrit loci in African American and Hispanic/Latino participants of the PAGE study. Methods: Approximately 200,000 genotyped or imputed Metabochip variants were examined for association with hematocrit (proportion of whole blood comprising red blood cells) in 19,822 Hispanic/Latino and 19,973 African American participants. SNPs were excluded on a population-specific basis if effective heterozygosity was < 30. Primary and conditional analyses were performed in Plink, ProbABEL, or SuGen; fixed-effects meta-analyses were performed in Metal. Trans-ethnic and ancestry-specific meta-analyses were performed in MANTRA to generate 99% credible intervals for previously published variants that generalized to our populations. Results: We first examined whether 8,261 variants in five previously identified hematocrit loci ( HFE , ABO , HK1 , SH2B3 / ATXN2 , and TMPRSS6 ) were associated with hematocrit in our study populations. Three loci generalized (p<1.7x10 -4 ) to Hispanic/Latino participants ( ABO, HK1, and TMPRSS6 ) and three generalized to African Americans ( HFE , ABO , and SH2B3/ATXN2 ). Among generalized loci, conditional analyses adjusting for published variants in European-ancestry or East Asian populations did not identify any independently associated SNPs in Hispanic Latinos or African Americans (p<1.3x10 -5 ). Trans-ethnic meta-analysis for the ABO locus resulted in a 5 SNP, 13kb 99% credible interval, shorter than both the Hispanic/Latino (17kb) and African American (360kb) credible intervals. In discovery analysis, we identified one variant associated with hematocrit in Hispanic/Latinos at array-wide significance levels ( PROX1 locus, p<3.0x10 -7 ). No novel loci were identified in African Americans. Conclusion: Our findings provide evidence that the same genomic loci influence normal variation in hematocrit values across diverse ancestral populations. Trans-ethnic fine mapping of the gene-rich ABO locus—which has been associated with ischemic stroke, thrombosis, and myocardial infarction in addition to hematocrit GWA studies—suggests that a functional variant may reside in the first intron of the ABO coding region. Additionally, identification of previously unidentified associations in Hispanic/Latinos emphasizes the importance of including diverse populations in association studies as well as the potential to identify population-specific functional variants within known or discovery loci.


PLoS ONE ◽  
2016 ◽  
Vol 11 (10) ◽  
pp. e0164132 ◽  
Author(s):  
Nora Franceschini ◽  
Cara L. Carty ◽  
Yingchang Lu ◽  
Ran Tao ◽  
Yun Ju Sung ◽  
...  

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