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Follow-up of a major linkage peak on chromosome 1 reveals suggestive QTLs associated with essential hypertension: GenNet study
Ehret, Georg B; O'Connor, Ashley A; Weder, Alan; Cooper, Richard S; Chakravarti, Aravinda
Essential hypertension is a major cardiovascular risk factor and a large proportion of this risk is genetic. Identification of genomic regions consistently associated with hypertension has been difficult in association studies to date as this requires large sample sizes.We previously published a large genome-wide linkage scan in Americans of African (AA) and European (EA) descent in the GenNet Network of the Family Blood Pressure Program (FBPP). A highly significant linkage peak was identified on chr1q spanning a region of 100 cM. In this study, we genotyped 1569 SNPs under this linkage peak in 2379 individuals to identify whether common genetic variants were associated with blood pressure (BP) at this locus.Our analysis, using two different family-based association tests, provides suggestive evidence (P< or =2 x 10(-5)) for a collection of single nucleotide polymorphisms (SNPs) associated with BP. In EAs, using diastolic BP as a quantitative phenotype, three variants located in or near the GPA33, CD247, and F5 genes, emerge as our top hits; for systolic BP, variants in GPA33, CD247, and REN are our best findings. No variant in AAs came close to suggestive evidence after multiple-test corrections (P> or =8 x 10(-5)). In summary, we show that systematic follow-up of a linkage signal can help discover candidate variants for essential hypertension that require a follow-up in yet larger samples. The failure to identify common variants is either because of low statistical power or the existence of rare coding variants in specific families or both, which require additional studies to clarify.
PMCID:2783544
PMID: 19536175
ISSN: 1476-5438
CID: 2747542
Hemostasis, inflammation, and fatal and nonfatal coronary heart disease: long-term follow-up of the atherosclerosis risk in communities (ARIC) cohort
Kucharska-Newton, Anna M; Couper, David J; Pankow, James S; Prineas, Ronald J; Rea, Thomas D; Sotoodehnia, Nona; Chakravarti, Aravinda; Folsom, Aaron R; Siscovick, David S; Rosamond, Wayne D
OBJECTIVE: This study examines the hypothesis that chronic inflammation is associated with a higher risk of cardiac death compared to the risk of nonfatal myocardial infarction. METHODS AND RESULTS: Cardiac death and nonfatal MI events were identified in the ARIC cohort during follow-up from 1987 through 2001. Markers of inflammation and hemostasis were determined at baseline using standardized procedures. Cox proportional hazard regression and polytomous logistic regression were used to estimate associations. We observed a positive gradient in incidence of sudden cardiac death (SCD), nonsudden cardiac death (NSCD), and nonfatal MI in association with decreasing levels of albumin and increasing levels of white blood cell count and of markers of hemostasis (fibrinogen, von Willebrand factor, factor VIIIc). Associations for von Willebrand factor were stronger for fatal relative to nonfatal events (3rd versus 1st tertile hazard ratios: SCD 3.11 [95% CI 2.10, 4.59], NSCD 2.12 [95% CI 1.28, 3.49], nonfatal MI 1.42 [95% CI 1.19, 1.70]). For factor VIIIc those associations were strongest for sudden cardiac death: SCD 3.16 (95% CI 2.18, 4.58), NSCD 1.44 (95% CI 0.93, 2.24), nonfatal MI 1.54 (95% CI 1.29, 1.84). Gradients of association for fibrinogen and white blood cell count, examined over tertiles of distribution and per one SD increase, were similar for the 3 end points. All associations were independent of smoking status. CONCLUSIONS: von Willebrand factor and factor VIIIc are associated with an increased risk of cardiac death as compared to the risk of nonfatal MI.
PMCID:3057473
PMID: 19797708
ISSN: 1524-4636
CID: 2747492
Association of Hypertension Drug Target Genes With Blood Pressure and Hypertension: Results From a Genome-wide Association Study in 29,136 Individuals [Meeting Abstract]
Johnson, Andrew D; Ehret, Georg B; Rice, Kenneth; Verwoert, Germaine C; Launer, Lenore J; Gudnason, Vilmundur; Larson, Martin G; Chakravarti, Aravinda; Psaty, Bruce M; van Duijn, Cornelia M; Levy, Daniel; CHARGE Consortium
ISI:000271831501368
ISSN: 0009-7322
CID: 2748352
Multiple loci influence erythrocyte phenotypes in the CHARGE Consortium
Ganesh, Santhi K; Zakai, Neil A; van Rooij, Frank J A; Soranzo, Nicole; Smith, Albert V; Nalls, Michael A; Chen, Ming-Huei; Kottgen, Anna; Glazer, Nicole L; Dehghan, Abbas; Kuhnel, Brigitte; Aspelund, Thor; Yang, Qiong; Tanaka, Toshiko; Jaffe, Andrew; Bis, Joshua C M; Verwoert, Germaine C; Teumer, Alexander; Fox, Caroline S; Guralnik, Jack M; Ehret, Georg B; Rice, Kenneth; Felix, Janine F; Rendon, Augusto; Eiriksdottir, Gudny; Levy, Daniel; Patel, Kushang V; Boerwinkle, Eric; Rotter, Jerome I; Hofman, Albert; Sambrook, Jennifer G; Hernandez, Dena G; Zheng, Gang; Bandinelli, Stefania; Singleton, Andrew B; Coresh, Josef; Lumley, Thomas; Uitterlinden, Andre G; Vangils, Janine M; Launer, Lenore J; Cupples, L Adrienne; Oostra, Ben A; Zwaginga, Jaap-Jan; Ouwehand, Willem H; Thein, Swee-Lay; Meisinger, Christa; Deloukas, Panos; Nauck, Matthias; Spector, Tim D; Gieger, Christian; Gudnason, Vilmundur; van Duijn, Cornelia M; Psaty, Bruce M; Ferrucci, Luigi; Chakravarti, Aravinda; Greinacher, Andreas; O'Donnell, Christopher J; Witteman, Jacqueline C M; Furth, Susan; Cushman, Mary; Harris, Tamara B; Lin, Jing-Ping
Measurements of erythrocytes within the blood are important clinical traits and can indicate various hematological disorders. We report here genome-wide association studies (GWAS) for six erythrocyte traits, including hemoglobin concentration (Hb), hematocrit (Hct), mean corpuscular volume (MCV), mean corpuscular hemoglobin (MCH), mean corpuscular hemoglobin concentration (MCHC) and red blood cell count (RBC). We performed an initial GWAS in cohorts of the CHARGE Consortium totaling 24,167 individuals of European ancestry and replication in additional independent cohorts of the HaemGen Consortium totaling 9,456 individuals. We identified 23 loci significantly associated with these traits in a meta-analysis of the discovery and replication cohorts (combined P values ranging from 5 x 10(-8) to 7 x 10(-86)). Our findings include loci previously associated with these traits (HBS1L-MYB, HFE, TMPRSS6, TFR2, SPTA1) as well as new associations (EPO, TFRC, SH2B3 and 15 other loci). This study has identified new determinants of erythrocyte traits, offering insight into common variants underlying variation in erythrocyte measures.
PMCID:2778265
PMID: 19862010
ISSN: 1546-1718
CID: 2747452
Finding the missing heritability of complex diseases
Manolio, Teri A; Collins, Francis S; Cox, Nancy J; Goldstein, David B; Hindorff, Lucia A; Hunter, David J; McCarthy, Mark I; Ramos, Erin M; Cardon, Lon R; Chakravarti, Aravinda; Cho, Judy H; Guttmacher, Alan E; Kong, Augustine; Kruglyak, Leonid; Mardis, Elaine; Rotimi, Charles N; Slatkin, Montgomery; Valle, David; Whittemore, Alice S; Boehnke, Michael; Clark, Andrew G; Eichler, Evan E; Gibson, Greg; Haines, Jonathan L; Mackay, Trudy F C; McCarroll, Steven A; Visscher, Peter M
Genome-wide association studies have identified hundreds of genetic variants associated with complex human diseases and traits, and have provided valuable insights into their genetic architecture. Most variants identified so far confer relatively small increments in risk, and explain only a small proportion of familial clustering, leading many to question how the remaining, 'missing' heritability can be explained. Here we examine potential sources of missing heritability and propose research strategies, including and extending beyond current genome-wide association approaches, to illuminate the genetics of complex diseases and enhance its potential to enable effective disease prevention or treatment.
PMCID:2831613
PMID: 19812666
ISSN: 0028-0836
CID: 175010
A genome-wide linkage and association scan reveals novel loci for autism
Weiss, Lauren A; Arking, Dan E; Daly, Mark J; Chakravarti, Aravinda
Although autism is a highly heritable neurodevelopmental disorder, attempts to identify specific susceptibility genes have thus far met with limited success. Genome-wide association studies using half a million or more markers, particularly those with very large sample sizes achieved through meta-analysis, have shown great success in mapping genes for other complex genetic traits. Consequently, we initiated a linkage and association mapping study using half a million genome-wide single nucleotide polymorphisms (SNPs) in a common set of 1,031 multiplex autism families (1,553 affected offspring). We identified regions of suggestive and significant linkage on chromosomes 6q27 and 20p13, respectively. Initial analysis did not yield genome-wide significant associations; however, genotyping of top hits in additional families revealed an SNP on chromosome 5p15 (between SEMA5A and TAS2R1) that was significantly associated with autism (P = 2 x 10(-7)). We also demonstrated that expression of SEMA5A is reduced in brains from autistic patients, further implicating SEMA5A as an autism susceptibility gene. The linkage regions reported here provide targets for rare variation screening whereas the discovery of a single novel association demonstrates the action of common variants.
PMCID:2772655
PMID: 19812673
ISSN: 1476-4687
CID: 2747482
Human genetics: Tracing India's invisible threads [Historical Article]
Chakravarti, Aravinda
PMID: 19779444
ISSN: 1476-4687
CID: 2747502
Understanding cardiovascular disease through the lens of genome-wide association studies
Arking, Dan E; Chakravarti, Aravinda
The past few years have seen significant advances in the identification of genetic factors that contribute to complex disease. Progress in cardiovascular diseases (CVD) has been particularly impressive, with genome-wide association studies (GWAS) leading to the identification of approximately 160 loci associated with CVD and its risk factors, many of which implicate new biological pathways. Here we focus on our growing understanding of the genetic contribution to CVD, examining the gene variants that increase the risk of particular CVD events and those underlying traditional CVD risk factors. Although GWAS face several technical challenges, including the potential for both false-positive and false-negative findings, they are starting to provide a unique view of the genetic architecture of a common disease.
PMID: 19716196
ISSN: 0168-9525
CID: 2747512
Drug-sensitized zebrafish screen identifies multiple genes, including GINS3, as regulators of myocardial repolarization
Milan, David J; Kim, Albert M; Winterfield, Jeffrey R; Jones, Ian L; Pfeufer, Arne; Sanna, Serena; Arking, Dan E; Amsterdam, Adam H; Sabeh, Khaled M; Mably, John D; Rosenbaum, David S; Peterson, Randall T; Chakravarti, Aravinda; Kaab, Stefan; Roden, Dan M; MacRae, Calum A
BACKGROUND: Cardiac repolarization, the process by which cardiomyocytes return to their resting potential after each beat, is a highly regulated process that is critical for heart rhythm stability. Perturbations of cardiac repolarization increase the risk for life-threatening arrhythmias and sudden cardiac death. Although genetic studies of familial long-QT syndromes have uncovered several key genes in cardiac repolarization, the major heritable contribution to this trait remains unexplained. Identification of additional genes may lead to a better understanding of the underlying biology, aid in identification of patients at risk for sudden death, and potentially enable new treatments for susceptible individuals. METHODS AND RESULTS: We extended and refined a zebrafish model of cardiac repolarization by using fluorescent reporters of transmembrane potential. We then conducted a drug-sensitized genetic screen in zebrafish, identifying 15 genes, including GINS3, that affect cardiac repolarization. Testing these genes for human relevance in 2 concurrently completed genome-wide association studies revealed that the human GINS3 ortholog is located in the 16q21 locus, which is strongly associated with QT interval. CONCLUSIONS: This sensitized zebrafish screen identified 15 novel myocardial repolarization genes. Among these genes is GINS3, the human ortholog of which is a major locus in 2 concurrent human genome-wide association studies of QT interval. These results reveal a novel network of genes that regulate cardiac repolarization.
PMCID:2771327
PMID: 19652097
ISSN: 1524-4539
CID: 2747522
Positional identification of variants of Adamts16 linked to inherited hypertension
Joe, Bina; Saad, Yasser; Dhindaw, Seema; Lee, Norman H; Frank, Bryan C; Achinike, Ovokeraye H; Luu, Truong V; Gopalakrishnan, Kathirvel; Toland, Edward J; Farms, Phyllis; Yerga-Woolwine, Shane; Manickavasagam, Ezhilarasi; Rapp, John P; Garrett, Michael R; Coe, David; Apte, Suneel S; Rankinen, Tuomo; Perusse, Louis; Ehret, Georg B; Ganesh, Santhi K; Cooper, Richard S; O'Connor, Ashley; Rice, Treva; Weder, Alan B; Chakravarti, Aravinda; Rao, Dabeeru C; Bouchard, Claude
A previously reported blood pressure (BP) quantitative trait locus on rat Chromosome 1 was isolated in a short congenic segment spanning 804.6 kb. The 804.6 kb region contained only two genes, LOC306664 and LOC306665. LOC306664 is predicted to translate into A Disintegrin-like and Metalloproteinase with Thrombospondin Motifs-16 (Adamts16). LOC306665 is a novel gene. All predicted exons of both LOC306664 and LOC306665 were sequenced. Non-synonymous variants were identified in only one of these genes, LOC306664. These variants were naturally existing polymorphisms among inbred, outbred and wild rats. The full-length rat transcript of Adamts16 was detected in multiple tissues. Similar to ADAMTS16 in humans, expression of Adamts16 was prominent in the kidney. Renal transcriptome analysis suggested that a network of genes related to BP was differential between congenic and S rats. These genes were also differentially expressed between kidney cell lines with or without knock-down of Adamts16. Adamts16 is conserved between rats and humans. It is a candidate gene within the homologous region on human Chromosome 5, which is linked to systolic and diastolic BP in the Quebec Family Study. Multiple variants, including an Ala to Pro variant in codon 90 (rs2086310) of human ADAMTS16, were associated with human resting systolic BP (SBP). Replication study in GenNet confirmed the association of two variants of ADAMTS16 with SBP, including rs2086310. Overall, our report represents a high resolution positional cloning and translational study for Adamts16 as a candidate gene controlling BP.
PMCID:2706685
PMID: 19423552
ISSN: 1460-2083
CID: 2747572