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Parent-of-origin effects in autism identified through genome-wide linkage analysis of 16,000 SNPs

Fradin, Delphine; Cheslack-Postava, Keely; Ladd-Acosta, Christine; Newschaffer, Craig; Chakravarti, Aravinda; Arking, Dan E; Feinberg, Andrew; Fallin, M Daniele
BACKGROUND: Autism is a common heritable neurodevelopmental disorder with complex etiology. Several genome-wide linkage and association scans have been carried out to identify regions harboring genes related to autism or autism spectrum disorders, with mixed results. Given the overlap in autism features with genetic abnormalities known to be associated with imprinting, one possible reason for lack of consistency would be the influence of parent-of-origin effects that may mask the ability to detect linkage and association. METHODS AND FINDINGS: We have performed a genome-wide linkage scan that accounts for potential parent-of-origin effects using 16,311 SNPs among families from the Autism Genetic Resource Exchange (AGRE) and the National Institute of Mental Health (NIMH) autism repository. We report parametric (GH, Genehunter) and allele-sharing linkage (Aspex) results using a broad spectrum disorder case definition. Paternal-origin genome-wide statistically significant linkage was observed on chromosomes 4 (LOD(GH) = 3.79, empirical p<0.005 and LOD(Aspex) = 2.96, p = 0.008), 15 (LOD(GH) = 3.09, empirical p<0.005 and LOD(Aspex) = 3.62, empirical p = 0.003) and 20 (LOD(GH) = 3.36, empirical p<0.005 and LOD(Aspex) = 3.38, empirical p = 0.006). CONCLUSIONS: These regions may harbor imprinted sites associated with the development of autism and offer fruitful domains for molecular investigation into the role of epigenetic mechanisms in autism.
PMCID:2932694
PMID: 20824079
ISSN: 1932-6203
CID: 2747362

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

Polymorphisms in the NOS1AP gene modulate QT interval duration and risk of arrhythmias in the long QT syndrome

Tomas, Marta; Napolitano, Carlo; De Giuli, Luciana; Bloise, Raffaella; Subirana, Isaac; Malovini, Alberto; Bellazzi, Riccardo; Arking, Dan E; Marban, Eduardo; Chakravarti, Aravinda; Spooner, Peter M; Priori, Silvia G
OBJECTIVES: We investigated the role of nitric oxide 1 adaptor protein (NOS1AP) as a genetic modifier of long QT syndrome (LQTS). BACKGROUND: LQTS risk stratification is complicated by the phenotype variability that limits prediction of life-threatening arrhythmic events based on available metrics. Thus, the identification of new markers is desirable. Recent studies have shown that NOS1AP variations in the gene modulate QT interval in healthy and 1 LQTS kindred, and occurrence of cardiac events in healthy subjects. METHODS: The study included 901 patients enrolled in a prospective LQTS registry. Three NOS1AP marker SNPs (rs4657139, rs16847548, and rs10494366) were genotyped to assess the effect of variant alleles on QTc and on the incidence of cardiac events. We quantified the association between variant alleles, QTc, and outcomes to assess whether NOS1AP is a useful risk stratifier in LQTS. RESULTS: Variant alleles tagged by SNPs rs4657139 and rs16847548 were associated with an average QTc prolongation of 7 and 8 ms, respectively (p < 0.05; p < 0.01); whereas rs4657139 and rs10494366 were associated with increased incidence of cardiac events (25.2% vs. 18.0%, p < 0.05 and 24.8% vs. 17.8% p < 0.05). Cox multivariate analysis identified rs10494366 minor allele as an independent prognostic marker among patients with QTc <500 ms (hazard ratio: 1.63; 95% confidence interval: 1.06 to 2.5; p < 0.05) but not in the entire cohort. CONCLUSIONS: Our results provide the first demonstration, to our knowledge, of a risk-conferring genetic modifier in a large LQTS cohort. Subject to confirmation in additional cohorts, we suggest that the NOS1AP tag SNP genotype may provide an additional clinical dimension, which helps assess risk and choice of therapeutic strategies in LQTS
PMID: 20538168
ISSN: 1558-3597
CID: 114756

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

Multiple independent genetic factors at NOS1AP modulate the QT interval in a multi-ethnic population

Arking, Dan E; Khera, Amit; Xing, Chao; Kao, W H Linda; Post, Wendy; Boerwinkle, Eric; Chakravarti, Aravinda
Extremes of electrocardiographic QT interval are associated with increased risk for sudden cardiac death (SCD); thus, identification and characterization of genetic variants that modulate QT interval may elucidate the underlying etiology of SCD. Previous studies have revealed an association between a common genetic variant in NOS1AP and QT interval in populations of European ancestry, but this finding has not been extended to other ethnic populations. We sought to characterize the effects of NOS1AP genetic variants on QT interval in the multi-ethnic population-based Dallas Heart Study (DHS, n = 3,072). The SNP most strongly associated with QT interval in previous samples of European ancestry, rs16847548, was the most strongly associated in White (P = 0.005) and Black (P = 3.6 x 10(-5)) participants, with the same direction of effect in Hispanics (P = 0.17), and further showed a significant SNP x sex-interaction (P = 0.03). A second SNP, rs16856785, uncorrelated with rs16847548, was also associated with QT interval in Blacks (P = 0.01), with qualitatively similar results in Whites and Hispanics. In a previously genotyped cohort of 14,107 White individuals drawn from the combined Atherosclerotic Risk in Communities (ARIC) and Cardiovascular Health Study (CHS) cohorts, we validated both the second locus at rs16856785 (P = 7.63 x 10(-8)), as well as the sex-interaction with rs16847548 (P = 8.68 x 10(-6)). These data extend the association of genetic variants in NOS1AP with QT interval to a Black population, with similar trends, though not statistically significant at P<0.05, in Hispanics. In addition, we identify a strong sex-interaction and the presence of a second independent site within NOS1AP associated with the QT interval. These results highlight the consistent and complex role of NOS1AP genetic variants in modulating QT interval.
PMCID:2628730
PMID: 19180230
ISSN: 1932-6203
CID: 2747632

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

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

Variability in Copy Number Variation: Detection and Comparison Across Platforms [Meeting Abstract]

Doan, Betty Q; Scharpf, Robert; O'Connor, Ashley; Irizarry, Rafael; Chakravarti, Aravinda
ISI:000272540600227
ISSN: 0741-0395
CID: 2748342

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

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