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Common variants in 22 loci are associated with QRS duration and cardiac ventricular conduction

Sotoodehnia, Nona; Isaacs, Aaron; de Bakker, Paul I W; Dorr, Marcus; Newton-Cheh, Christopher; Nolte, Ilja M; van der Harst, Pim; Muller, Martina; Eijgelsheim, Mark; Alonso, Alvaro; Hicks, Andrew A; Padmanabhan, Sandosh; Hayward, Caroline; Smith, Albert Vernon; Polasek, Ozren; Giovannone, Steven; Fu, Jingyuan; Magnani, Jared W; Marciante, Kristin D; Pfeufer, Arne; Gharib, Sina A; Teumer, Alexander; Li, Man; Bis, Joshua C; Rivadeneira, Fernando; Aspelund, Thor; Kottgen, Anna; Johnson, Toby; Rice, Kenneth; Sie, Mark P S; Wang, Ying A; Klopp, Norman; Fuchsberger, Christian; Wild, Sarah H; Mateo Leach, Irene; Estrada, Karol; Volker, Uwe; Wright, Alan F; Asselbergs, Folkert W; Qu, Jiaxiang; Chakravarti, Aravinda; Sinner, Moritz F; Kors, Jan A; Petersmann, Astrid; Harris, Tamara B; Soliman, Elsayed Z; Munroe, Patricia B; Psaty, Bruce M; Oostra, Ben A; Cupples, L Adrienne; Perz, Siegfried; de Boer, Rudolf A; Uitterlinden, Andre G; Volzke, Henry; Spector, Timothy D; Liu, Fang-Yu; Boerwinkle, Eric; Dominiczak, Anna F; Rotter, Jerome I; van Herpen, Ge; Levy, Daniel; Wichmann, H-Erich; van Gilst, Wiek H; Witteman, Jacqueline C M; Kroemer, Heyo K; Kao, W H Linda; Heckbert, Susan R; Meitinger, Thomas; Hofman, Albert; Campbell, Harry; Folsom, Aaron R; van Veldhuisen, Dirk J; Schwienbacher, Christine; O'Donnell, Christopher J; Volpato, Claudia Beu; Caulfield, Mark J; Connell, John M; Launer, Lenore; Lu, Xiaowen; Franke, Lude; Fehrmann, Rudolf S N; te Meerman, Gerard; Groen, Harry J M; Weersma, Rinse K; van den Berg, Leonard H; Wijmenga, Cisca; Ophoff, Roel A; Navis, Gerjan; Rudan, Igor; Snieder, Harold; Wilson, James F; Pramstaller, Peter P; Siscovick, David S; Wang, Thomas J; Gudnason, Vilmundur; van Duijn, Cornelia M; Felix, Stephan B; Fishman, Glenn I; Jamshidi, Yalda; Stricker, Bruno H Ch; Samani, Nilesh J; Kaab, Stefan; Arking, Dan E
The QRS interval, from the beginning of the Q wave to the end of the S wave on an electrocardiogram, reflects ventricular depolarization and conduction time and is a risk factor for mortality, sudden death and heart failure. We performed a genome-wide association meta-analysis in 40,407 individuals of European descent from 14 studies, with further genotyping in 7,170 additional Europeans, and we identified 22 loci associated with QRS duration (P < 5 x 10(-8)). These loci map in or near genes in pathways with established roles in ventricular conduction such as sodium channels, transcription factors and calcium-handling proteins, but also point to previously unidentified biologic processes, such as kinase inhibitors and genes related to tumorigenesis. We demonstrate that SCN10A, a candidate gene at the most significantly associated locus in this study, is expressed in the mouse ventricular conduction system, and treatment with a selective SCN10A blocker prolongs QRS duration. These findings extend our current knowledge of ventricular depolarization and conduction
PMCID:3338195
PMID: 21076409
ISSN: 1546-1718
CID: 137023

Genomewide association studies: history, rationale, and prospects for psychiatric disorders

Cichon, Sven; Craddock, Nick; Daly, Mark; Faraone, Stephen V; Gejman, Pablo V; Kelsoe, John; Lehner, Thomas; Levinson, Douglas F; Moran, Audra; Sklar, Pamela; Sullivan, Patrick F; [Chakravarti, A]
OBJECTIVE:The authors conducted a review of the history and empirical basis of genomewide association studies (GWAS), the rationale for GWAS of psychiatric disorders, results to date, limitations, and plans for GWAS meta-analyses. METHOD/METHODS:A literature review was carried out, power and other issues discussed, and planned studies assessed. RESULTS:Most of the genomic DNA sequence differences between any two people are common (frequency >5%) single nucleotide polymorphisms (SNPs). Because of localized patterns of correlation (linkage disequilibrium), 500,000 to 1,000,000 of these SNPs can test the hypothesis that one or more common variants explain part of the genetic risk for a disease. GWAS technologies can also detect some of the copy number variants (deletions and duplications) in the genome. Systematic study of rare variants will require large-scale resequencing analyses. GWAS methods have detected a remarkable number of robust genetic associations for dozens of common diseases and traits, leading to new pathophysiological hypotheses, although only small proportions of genetic variance have been explained thus far and therapeutic applications will require substantial further effort. Study design issues, power, and limitations are discussed. For psychiatric disorders, there are initial significant findings for common SNPs and for rare copy number variants, and many other studies are in progress. CONCLUSIONS:GWAS of large samples have detected associations of common SNPs and of rare copy number variants with psychiatric disorders. More findings are likely, since larger GWAS samples detect larger numbers of common susceptibility variants, with smaller effects. The Psychiatric GWAS Consortium is conducting GWAS meta-analyses for schizophrenia, bipolar disorder, major depressive disorder, autism, and attention deficit hyperactivity disorder. Based on results for other diseases, larger samples will be required. The contribution of GWAS will depend on the true genetic architecture of each disorder.
PMCID:3894622
PMID: 19339359
ISSN: 1535-7228
CID: 3979602

NOS1AP Variant Associated with Risk of Type 2 Diabetes (T2D) in Calcium Channel Blocker (CCR) Users: Replication of an Initial Report [Meeting Abstract]

Chu, Audrey Y; Coresh, Josef; Arking, Dan E; Pankow, James S; Chakravarti, Aravinda; Spooner, Peter M; Post, Wendy S; Tomaselli, Gordon F; Boerwinkle, Eric; Kao, Wen Hong L
ISI:000266352601566
ISSN: 0012-1797
CID: 2748362

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

From the Cover: Whole-genome association study identifies STK39 as a hypertension susceptibility gene

Wang, Ying; O'Connell, Jeffrey R; McArdle, Patrick F; Wade, James B; Dorff, Sarah E; Shah, Sanjiv J; Shi, Xiaolian; Pan, Lin; Rampersaud, Evadnie; Shen, Haiqing; Kim, James D; Subramanya, Arohan R; Steinle, Nanette I; Parsa, Afshin; Ober, Carole C; Welling, Paul A; Chakravarti, Aravinda; Weder, Alan B; Cooper, Richard S; Mitchell, Braxton D; Shuldiner, Alan R; Chang, Yen-Pei C
Hypertension places a major burden on individual and public health, but the genetic basis of this complex disorder is poorly understood. We conducted a genome-wide association study of systolic and diastolic blood pressure (SBP and DBP) in Amish subjects and found strong association signals with common variants in a serine/threonine kinase gene, STK39. We confirmed this association in an independent Amish and 4 non-Amish Caucasian samples including the Diabetes Genetics Initiative, Framingham Heart Study, GenNet, and Hutterites (meta-analysis combining all studies: n = 7,125, P < 10(-6)). The higher BP-associated alleles have frequencies > 0.09 and were associated with increases of 3.3/1.3 mm Hg in SBP/DBP, respectively, in the Amish subjects and with smaller but consistent effects across the non-Amish studies. Cell-based functional studies showed that STK39 interacts with WNK kinases and cation-chloride cotransporters, mutations in which cause monogenic forms of BP dysregulation. We demonstrate that in vivo, STK39 is expressed in the distal nephron, where it may interact with these proteins. Although none of the associated SNPs alter protein structure, we identified and experimentally confirmed a highly conserved intronic element with allele-specific in vitro transcription activity as a functional candidate for this association. Thus, variants in STK39 may influence BP by increasing STK39 expression and consequently altering renal Na(+) excretion, thus unifying rare and common BP-regulating alleles in the same physiological pathway.
PMCID:2629209
PMID: 19114657
ISSN: 1091-6490
CID: 2747652

Being human: kinship: race relations

Chakravarti, Aravinda
PMID: 19158772
ISSN: 1476-4687
CID: 2747642

Mining Gold Dust under the Genome Wide Significance Level: A Two-Stage Approach [Meeting Abstract]

Shi, Gang; Boerwinkle, Eric; Morrison, Alanna C; Gu, Chi C; Chakravarti, Aravinda; Rao, DC
ISI:000272540600136
ISSN: 0741-0395
CID: 2748332

Genetic variations in nitric oxide synthase 1 adaptor protein are associated with sudden cardiac death in US white community-based populations

Kao, W H Linda; Arking, Dan E; Post, Wendy; Rea, Thomas D; Sotoodehnia, Nona; Prineas, Ronald J; Bishe, Bryan; Doan, Betty Q; Boerwinkle, Eric; Psaty, Bruce M; Tomaselli, Gordon F; Coresh, Josef; Siscovick, David S; Marban, Eduardo; Spooner, Peter M; Burke, Gregory L; Chakravarti, Aravinda
BACKGROUND: The ECG QT interval is associated with risk of sudden cardiac death (SCD). A previous genome-wide association study demonstrated that allelic variants (rs10494366 and rs4657139) in the nitric oxide synthase 1 adaptor protein (NOS1AP), which encodes a carboxy-terminal PDZ ligand of neuronal nitric oxide synthase, are associated with the QT interval in white adults. The present analysis was conducted to validate the association between NOS1AP variants and the QT interval and to examine the association with SCD in a combined population of 19 295 black and white adults from the Atherosclerosis Risk In Communities Study and the Cardiovascular Health Study. METHODS AND RESULTS: We examined 19 tagging single-nucleotide polymorphisms in the genomic blocks containing rs10494366 and rs4657139 in NOS1AP. SCD was defined as a sudden pulseless condition of cardiac origin in a previously stable individual. General linear models and Cox proportional hazards regression models were used. Multiple single-nucleotide polymorphisms in NOS1AP, including rs10494366, rs4657139, and rs16847548, were significantly associated with adjusted QT interval in whites (P<0.0001). In whites, after adjustment for age, sex, and study, the relative hazard of SCD associated with each C allele at rs16847548 was 1.31 (95% confidence interval 1.10 to 1.56, P=0.002), assuming an additive model. In addition, a downstream neighboring single-nucleotide polymorphism, rs12567209, which was not correlated with rs16847548 or QT interval, was also independently associated with SCD in whites (relative hazard 0.57, 95% confidence interval 0.39 to 0.83, P=0.003). Adjustment for QT interval and coronary heart disease risk factors attenuated but did not eliminate the association between rs16847548 and SCD, and such adjustment had no effect on the association between rs12567209 and SCD. No significant associations between tagging single-nucleotide polymorphisms in NOS1AP and either QT interval or SCD were observed in blacks. CONCLUSIONS: In a combined analysis of 2 population-based prospective cohort studies, sequence variations in NOS1AP were associated with baseline QT interval and the risk of SCD in white US adults.
PMCID:2782762
PMID: 19204306
ISSN: 1524-4539
CID: 2747622

The association of cell cycle checkpoint 2 variants and kidney function: findings of the Family Blood Pressure Program and the Atherosclerosis Risk In Communities study

Franceschini, Nora; North, Kari E; Arnett, Donna; Pankow, James S; Chung, Jay H; Baird, Lisa; Leppert, Mark F; Eckfeldt, John H; Boerwinkle, Eric; Gu, C Charles; Lewis, Cora E; Myers, Richard H; Turner, Stephen T; Weder, Alan; Kao, W H Linda; Mosley, Thomas H; Chakravarti, Aravinda; Kramer, Holly; Zhang, Jinghui; Hunt, Steven C
BACKGROUND: Recent experimental evidence suggests that DNA damage and cell cycle regulatory proteins are involved in kidney injury and apoptosis. The checkpoint 2 gene (CHEK2) is an important transducer in DNA damage signaling pathways in response to injury, and therefore, CHEK2 variants may affect susceptibility to kidney disease. METHODS: We used tag-single-nucleotide polymorphisms (tag-SNPs) to evaluate the association of the CHEK2 with kidney function (estimated glomerular filtration rate, eGFR) in 1,549 African-American and 1,423 white Hypertension Genetic Epidemiology Network (HyperGEN) participants. We performed replication analyses in the Genetic Epidemiology Network of Arteriopathy (GENOA) participants (1,746 African Americans and 1,418 whites), GenNet participants (706 whites), and Atherosclerosis Risk in Communities (ARIC) study participants (3,783 African Americans and 10,936 whites). All analyses were race-stratified and used additive genetic models with adjustments for covariates and for family structure, if needed. RESULTS: One tag-SNP, rs5762764, was associated with eGFR in HyperGEN (P = 0.003) and GENOA white participants (P = 0.009), and it was significantly associated with eGFR in meta-analyses (P = 0.002). The associations were independent of type 2 diabetes. CONCLUSIONS: These results suggest that CHEK2 variants may influence eGFR in the context of hypertension.
PMCID:2727134
PMID: 19265784
ISSN: 1941-7225
CID: 2747612

Hybrids of aneuploid human cancer cells permit complementation of simple and complex cancer defects

Dezentje, David A; Arking, Dan E; Kortenhorst, Madeleine S Q; West, Kristen; Chakravarti, Aravinda; Kern, Scott E
Causes for the complex phenotypes of cancers, such as altered differentiation, invasion and metastasis, are not known, and multigenic defects are likely. In contrast, well-defined deficiencies, such as those affecting DNA-repair mechanisms and enzymatic pathways, are simple, typically caused by one or a few gene mutations. Complementation by introducing defined genetic elements is used to study simple cancer phenotypes, while complementation by the fusion of whole cells is employed occasionally for complex ones. Hybrids formed solely from the common lines (aneuploid due to chromosomal instability, CIN) are rarely reported. We created stable hybrids of two CIN lines, producing a nearly complete genetic sum of the parental karyotypes. Complementation of a simple cancer phenotype, a Fanconi anemia pathway defective in both parental lines, occurred in all hybrids, restoring the normal drug-resistance phenotype. The grossly defective mitotic spindle checkpoint present in both parental lines was partially corrected in some hybrids, supporting a multigenic origin rather than a single gene defect. Using Affymetrix 100K SNP chips, we mapped chromosomal loci differing among the phenotypically distinct hybrid clones. Fusing CIN cell lines to form mapped hybrids offers new tools for positional cloning or classification of simple and complex cancer phenotypes, including mechanical defects and altered drug responses.
PMCID:2749964
PMID: 19305140
ISSN: 1555-8576
CID: 2747602