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1.
BMC Genomics ; 18(1): 968, 2017 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-29246110

RESUMO

BACKGROUND: Lactose provides an easily-digested energy source for neonates, and is the primary carbohydrate in milk in most species. Bovine lactose is also a key component of many human food products. However, compared to analyses of other milk components, the genetic control of lactose has been little studied. Here we present the first GWAS focussed on analysis of milk lactose traits. RESULTS: Using a discovery population of 12,000 taurine dairy cattle, we detail 27 QTL for lactose concentration and yield, and subsequently validate the effects of 26 of these loci in a distinct population of 18,000 cows. We next present data implicating causative genes and variants for these QTL. Fine mapping of these regions using imputed, whole genome sequence-resolution genotypes reveals protein-coding candidate causative variants affecting the ABCG2, DGAT1, STAT5B, KCNH4, NPFFR2 and RNF214 genes. Eleven of the remaining QTL appear to be driven by regulatory effects, suggested by the presence of co-locating, co-segregating eQTL discovered using mammary RNA sequence data from a population of 357 lactating cows. Pathway analysis of genes representing all lactose-associated loci shows significant enrichment of genes located in the endoplasmic reticulum, with functions related to ion channel activity mediated through the LRRC8C, P2RX4, KCNJ2 and ANKH genes. A number of the validated QTL are also found to be associated with additional milk volume, fat and protein phenotypes. CONCLUSIONS: Overall, these findings highlight novel candidate genes and variants involved in milk lactose regulation, whose impacts on membrane transport mechanisms reinforce the key osmo-regulatory roles of lactose in milk.


Assuntos
Lactose/metabolismo , Proteínas de Membrana Transportadoras/genética , Leite/metabolismo , Locos de Características Quantitativas , Alelos , Animais , Bovinos , Feminino , Expressão Gênica , Variação Genética , Estudo de Associação Genômica Ampla , Transporte de Íons/genética , Lactação/genética , Fenótipo , Polimorfismo de Nucleotídeo Único , Análise de Sequência de DNA , Análise de Sequência de RNA
2.
PLoS Genet ; 8(5): e1002611, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22570627

RESUMO

Intraocular pressure (IOP) is a highly heritable risk factor for primary open-angle glaucoma and is the only target for current glaucoma therapy. The genetic factors which determine IOP are largely unknown. We performed a genome-wide association study for IOP in 11,972 participants from 4 independent population-based studies in The Netherlands. We replicated our findings in 7,482 participants from 4 additional cohorts from the UK, Australia, Canada, and the Wellcome Trust Case-Control Consortium 2/Blue Mountains Eye Study. IOP was significantly associated with rs11656696, located in GAS7 at 17p13.1 (p=1.4×10(-8)), and with rs7555523, located in TMCO1 at 1q24.1 (p=1.6×10(-8)). In a meta-analysis of 4 case-control studies (total N = 1,432 glaucoma cases), both variants also showed evidence for association with glaucoma (p=2.4×10(-2) for rs11656696 and p=9.1×10(-4) for rs7555523). GAS7 and TMCO1 are highly expressed in the ciliary body and trabecular meshwork as well as in the lamina cribrosa, optic nerve, and retina. Both genes functionally interact with known glaucoma disease genes. These data suggest that we have identified two clinically relevant genes involved in IOP regulation.


Assuntos
Estudo de Associação Genômica Ampla , Glaucoma de Ângulo Aberto/genética , Pressão Intraocular/genética , Proteínas do Tecido Nervoso/genética , Idoso , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , Corpo Ciliar/metabolismo , Corpo Ciliar/patologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Nervo Óptico/metabolismo , Nervo Óptico/patologia , Polimorfismo de Nucleotídeo Único , Malha Trabecular/metabolismo , Malha Trabecular/patologia
3.
PLoS Genet ; 8(3): e1002584, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22479191

RESUMO

Chronic kidney disease (CKD) is an important public health problem with a genetic component. We performed genome-wide association studies in up to 130,600 European ancestry participants overall, and stratified for key CKD risk factors. We uncovered 6 new loci in association with estimated glomerular filtration rate (eGFR), the primary clinical measure of CKD, in or near MPPED2, DDX1, SLC47A1, CDK12, CASP9, and INO80. Morpholino knockdown of mpped2 and casp9 in zebrafish embryos revealed podocyte and tubular abnormalities with altered dextran clearance, suggesting a role for these genes in renal function. By providing new insights into genes that regulate renal function, these results could further our understanding of the pathogenesis of CKD.


Assuntos
Estudo de Associação Genômica Ampla , Taxa de Filtração Glomerular/genética , Falência Renal Crônica/genética , Rim/fisiopatologia , Peixe-Zebra/genética , ATPases Associadas a Diversas Atividades Celulares , Negro ou Afro-Americano/genética , Idoso , Animais , Caspase 9/genética , Quinases Ciclina-Dependentes/genética , RNA Helicases DEAD-box/genética , DNA Helicases/genética , Proteínas de Ligação a DNA , Feminino , Seguimentos , Técnicas de Silenciamento de Genes , Humanos , Falência Renal Crônica/patologia , Masculino , Pessoa de Meia-Idade , Diester Fosfórico Hidrolases/genética , População Branca/genética
4.
PLoS Genet ; 8(2): e1002490, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22359512

RESUMO

Phospho- and sphingolipids are crucial cellular and intracellular compounds. These lipids are required for active transport, a number of enzymatic processes, membrane formation, and cell signalling. Disruption of their metabolism leads to several diseases, with diverse neurological, psychiatric, and metabolic consequences. A large number of phospholipid and sphingolipid species can be detected and measured in human plasma. We conducted a meta-analysis of five European family-based genome-wide association studies (N = 4034) on plasma levels of 24 sphingomyelins (SPM), 9 ceramides (CER), 57 phosphatidylcholines (PC), 20 lysophosphatidylcholines (LPC), 27 phosphatidylethanolamines (PE), and 16 PE-based plasmalogens (PLPE), as well as their proportions in each major class. This effort yielded 25 genome-wide significant loci for phospholipids (smallest P-value = 9.88×10(-204)) and 10 loci for sphingolipids (smallest P-value = 3.10×10(-57)). After a correction for multiple comparisons (P-value<2.2×10(-9)), we observed four novel loci significantly associated with phospholipids (PAQR9, AGPAT1, PKD2L1, PDXDC1) and two with sphingolipids (PLD2 and APOE) explaining up to 3.1% of the variance. Further analysis of the top findings with respect to within class molar proportions uncovered three additional loci for phospholipids (PNLIPRP2, PCDH20, and ABDH3) suggesting their involvement in either fatty acid elongation/saturation processes or fatty acid specific turnover mechanisms. Among those, 14 loci (KCNH7, AGPAT1, PNLIPRP2, SYT9, FADS1-2-3, DLG2, APOA1, ELOVL2, CDK17, LIPC, PDXDC1, PLD2, LASS4, and APOE) mapped into the glycerophospholipid and 12 loci (ILKAP, ITGA9, AGPAT1, FADS1-2-3, APOA1, PCDH20, LIPC, PDXDC1, SGPP1, APOE, LASS4, and PLD2) to the sphingolipid pathways. In large meta-analyses, associations between FADS1-2-3 and carotid intima media thickness, AGPAT1 and type 2 diabetes, and APOA1 and coronary artery disease were observed. In conclusion, our study identified nine novel phospho- and sphingolipid loci, substantially increasing our knowledge of the genetic basis for these traits.


Assuntos
Genoma Humano , Estudo de Associação Genômica Ampla , Fosfolipídeos , Esfingolipídeos , População Branca/genética , Espessura Intima-Media Carotídea , Bases de Dados Genéticas , Dessaturase de Ácido Graxo Delta-5 , Diabetes Mellitus Tipo 2/sangue , Diabetes Mellitus Tipo 2/genética , Loci Gênicos , Humanos , Fosfolipídeos/sangue , Fosfolipídeos/genética , Polimorfismo de Nucleotídeo Único , Esfingolipídeos/sangue , Esfingolipídeos/genética
5.
Hum Mol Genet ; 21(24): 5329-43, 2012 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-22962313

RESUMO

In conducting genome-wide association studies (GWAS), analytical approaches leveraging biological information may further understanding of the pathophysiology of clinical traits. To discover novel associations with estimated glomerular filtration rate (eGFR), a measure of kidney function, we developed a strategy for integrating prior biological knowledge into the existing GWAS data for eGFR from the CKDGen Consortium. Our strategy focuses on single nucleotide polymorphism (SNPs) in genes that are connected by functional evidence, determined by literature mining and gene ontology (GO) hierarchies, to genes near previously validated eGFR associations. It then requires association thresholds consistent with multiple testing, and finally evaluates novel candidates by independent replication. Among the samples of European ancestry, we identified a genome-wide significant SNP in FBXL20 (P = 5.6 × 10(-9)) in meta-analysis of all available data, and additional SNPs at the INHBC, LRP2, PLEKHA1, SLC3A2 and SLC7A6 genes meeting multiple-testing corrected significance for replication and overall P-values of 4.5 × 10(-4)-2.2 × 10(-7). Neither the novel PLEKHA1 nor FBXL20 associations, both further supported by association with eGFR among African Americans and with transcript abundance, would have been implicated by eGFR candidate gene approaches. LRP2, encoding the megalin receptor, was identified through connection with the previously known eGFR gene DAB2 and extends understanding of the megalin system in kidney function. These findings highlight integration of existing genome-wide association data with independent biological knowledge to uncover novel candidate eGFR associations, including candidates lacking known connections to kidney-specific pathways. The strategy may also be applicable to other clinical phenotypes, although more testing will be needed to assess its potential for discovery in general.


Assuntos
Estudo de Associação Genômica Ampla/métodos , Polimorfismo de Nucleotídeo Único/genética , Sistemas de Transporte de Aminoácidos Básicos/genética , Cadeia Pesada da Proteína-1 Reguladora de Fusão/genética , Predisposição Genética para Doença/genética , Taxa de Filtração Glomerular/genética , Taxa de Filtração Glomerular/fisiologia , Humanos , Subunidades beta de Inibinas/genética , Peptídeos e Proteínas de Sinalização Intracelular/genética , Proteína-2 Relacionada a Receptor de Lipoproteína de Baixa Densidade/genética , Proteínas de Membrana/genética
6.
PLoS Genet ; 7(10): e1002333, 2011 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-22028671

RESUMO

Recent genome-wide association (GWA) studies described 95 loci controlling serum lipid levels. These common variants explain ∼25% of the heritability of the phenotypes. To date, no unbiased screen for gene-environment interactions for circulating lipids has been reported. We screened for variants that modify the relationship between known epidemiological risk factors and circulating lipid levels in a meta-analysis of genome-wide association (GWA) data from 18 population-based cohorts with European ancestry (maximum N = 32,225). We collected 8 further cohorts (N = 17,102) for replication, and rs6448771 on 4p15 demonstrated genome-wide significant interaction with waist-to-hip-ratio (WHR) on total cholesterol (TC) with a combined P-value of 4.79×10(-9). There were two potential candidate genes in the region, PCDH7 and CCKAR, with differential expression levels for rs6448771 genotypes in adipose tissue. The effect of WHR on TC was strongest for individuals carrying two copies of G allele, for whom a one standard deviation (sd) difference in WHR corresponds to 0.19 sd difference in TC concentration, while for A allele homozygous the difference was 0.12 sd. Our findings may open up possibilities for targeted intervention strategies for people characterized by specific genomic profiles. However, more refined measures of both body-fat distribution and metabolic measures are needed to understand how their joint dynamics are modified by the newly found locus.


Assuntos
Caderinas/genética , Colesterol/genética , Cromossomos Humanos Par 4/genética , Lipídeos/sangue , Lipídeos/genética , Relação Cintura-Quadril , Tecido Adiposo/metabolismo , Distribuição da Gordura Corporal , Colesterol/sangue , Mapeamento Cromossômico , Estudo de Associação Genômica Ampla , Genótipo , Humanos , Lipoproteínas/sangue , Lipoproteínas/genética , Fenótipo , Polimorfismo de Nucleotídeo Único , Protocaderinas , Locos de Características Quantitativas/genética , Fatores de Risco , Triglicerídeos/sangue , Triglicerídeos/genética , População Branca/genética
7.
J Am Soc Nephrol ; 24(12): 2105-17, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-24029420

RESUMO

Many common genetic variants identified by genome-wide association studies for complex traits map to genes previously linked to rare inherited Mendelian disorders. A systematic analysis of common single-nucleotide polymorphisms (SNPs) in genes responsible for Mendelian diseases with kidney phenotypes has not been performed. We thus developed a comprehensive database of genes for Mendelian kidney conditions and evaluated the association between common genetic variants within these genes and kidney function in the general population. Using the Online Mendelian Inheritance in Man database, we identified 731 unique disease entries related to specific renal search terms and confirmed a kidney phenotype in 218 of these entries, corresponding to mutations in 258 genes. We interrogated common SNPs (minor allele frequency >5%) within these genes for association with the estimated GFR in 74,354 European-ancestry participants from the CKDGen Consortium. However, the top four candidate SNPs (rs6433115 at LRP2, rs1050700 at TSC1, rs249942 at PALB2, and rs9827843 at ROBO2) did not achieve significance in a stage 2 meta-analysis performed in 56,246 additional independent individuals, indicating that these common SNPs are not associated with estimated GFR. The effect of less common or rare variants in these genes on kidney function in the general population and disease-specific cohorts requires further research.


Assuntos
Variação Genética , Rim/fisiologia , Análise da Randomização Mendeliana , Polimorfismo de Nucleotídeo Único , Insuficiência Renal Crônica/genética , População Branca/genética , Bases de Dados Genéticas , Frequência do Gene , Estudo de Associação Genômica Ampla , Humanos , Fenótipo
8.
N Engl J Med ; 360(17): 1718-28, 2009 Apr 23.
Artigo em Inglês | MEDLINE | ID: mdl-19369658

RESUMO

BACKGROUND: The genes underlying the risk of stroke in the general population remain undetermined. METHODS: We carried out an analysis of genomewide association data generated from four large cohorts composing the Cohorts for Heart and Aging Research in Genomic Epidemiology consortium, including 19,602 white persons (mean [+/-SD] age, 63+/-8 years) in whom 1544 incident strokes (1164 ischemic strokes) developed over an average follow-up of 11 years. We tested the markers most strongly associated with stroke in a replication cohort of 2430 black persons with 215 incident strokes (191 ischemic strokes), another cohort of 574 black persons with 85 incident strokes (68 ischemic strokes), and 652 Dutch persons with ischemic stroke and 3613 unaffected persons. RESULTS: Two intergenic single-nucleotide polymorphisms on chromosome 12p13 and within 11 kb of the gene NINJ2 were associated with stroke (P<5x10(-8)). NINJ2 encodes an adhesion molecule expressed in glia and shows increased expression after nerve injury. Direct genotyping showed that rs12425791 was associated with an increased risk of total (i.e., all types) and ischemic stroke, with hazard ratios of 1.30 (95% confidence interval [CI], 1.19 to 1.42) and 1.33 (95% CI, 1.21 to 1.47), respectively, yielding population attributable risks of 11% and 12% in the discovery cohorts. Corresponding hazard ratios were 1.35 (95% CI, 1.01 to 1.79; P=0.04) and 1.42 (95% CI, 1.06 to 1.91; P=0.02) in the large cohort of black persons and 1.17 (95% CI, 1.01 to 1.37; P=0.03) and 1.19 (95% CI, 1.01 to 1.41; P=0.04) in the Dutch sample; the results of an underpowered analysis of the smaller black cohort were nonsignificant. CONCLUSIONS: A genetic locus on chromosome 12p13 is associated with an increased risk of stroke.


Assuntos
Cromossomos Humanos Par 12/genética , Estudo de Associação Genômica Ampla , Polimorfismo de Nucleotídeo Único , Acidente Vascular Cerebral/genética , Idoso , População Negra/genética , Estudos de Coortes , Feminino , Marcadores Genéticos , Predisposição Genética para Doença , Genótipo , Humanos , Masculino , Pessoa de Meia-Idade , Modelos de Riscos Proporcionais , Fatores de Risco , População Branca/genética
9.
BMC Genet ; 13: 4, 2012 Jan 24.
Artigo em Inglês | MEDLINE | ID: mdl-22272569

RESUMO

BACKGROUND: Hundreds of new loci have been discovered by genome-wide association studies of human traits. These studies mostly focused on associations between single locus and a trait. Interactions between genes and between genes and environmental factors are of interest as they can improve our understanding of the genetic background underlying complex traits. Genome-wide testing of complex genetic models is a computationally demanding task. Moreover, testing of such models leads to multiple comparison problems that reduce the probability of new findings. Assuming that the genetic model underlying a complex trait can include hundreds of genes and environmental factors, testing of these models in genome-wide association studies represent substantial difficulties.We and Pare with colleagues (2010) developed a method allowing to overcome such difficulties. The method is based on the fact that loci which are involved in interactions can show genotypic variance heterogeneity of a trait. Genome-wide testing of such heterogeneity can be a fast scanning approach which can point to the interacting genetic variants. RESULTS: In this work we present a new method, SVLM, allowing for variance heterogeneity analysis of imputed genetic variation. Type I error and power of this test are investigated and contracted with these of the Levene's test. We also present an R package, VariABEL, implementing existing and newly developed tests. CONCLUSIONS: Variance heterogeneity analysis is a promising method for detection of potentially interacting loci. New method and software package developed in this work will facilitate such analysis in genome-wide context.


Assuntos
Biologia Computacional/métodos , Variação Genética , Genótipo , Software , Humanos , Polimorfismo de Nucleotídeo Único
10.
PLoS Genet ; 5(6): e1000539, 2009 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-19557197

RESUMO

Central abdominal fat is a strong risk factor for diabetes and cardiovascular disease. To identify common variants influencing central abdominal fat, we conducted a two-stage genome-wide association analysis for waist circumference (WC). In total, three loci reached genome-wide significance. In stage 1, 31,373 individuals of Caucasian descent from eight cohort studies confirmed the role of FTO and MC4R and identified one novel locus associated with WC in the neurexin 3 gene [NRXN3 (rs10146997, p = 6.4x10(-7))]. The association with NRXN3 was confirmed in stage 2 by combining stage 1 results with those from 38,641 participants in the GIANT consortium (p = 0.009 in GIANT only, p = 5.3x10(-8) for combined analysis, n = 70,014). Mean WC increase per copy of the G allele was 0.0498 z-score units (0.65 cm). This SNP was also associated with body mass index (BMI) [p = 7.4x10(-6), 0.024 z-score units (0.10 kg/m(2)) per copy of the G allele] and the risk of obesity (odds ratio 1.13, 95% CI 1.07-1.19; p = 3.2x10(-5) per copy of the G allele). The NRXN3 gene has been previously implicated in addiction and reward behavior, lending further evidence that common forms of obesity may be a central nervous system-mediated disorder. Our findings establish that common variants in NRXN3 are associated with WC, BMI, and obesity.


Assuntos
Estudo de Associação Genômica Ampla , Proteínas do Tecido Nervoso/genética , Obesidade/genética , Idoso , Índice de Massa Corporal , Estudos de Coortes , Feminino , Predisposição Genética para Doença , Humanos , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único , Circunferência da Cintura , População Branca/genética
11.
Arterioscler Thromb Vasc Biol ; 30(11): 2264-76, 2010 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-20864672

RESUMO

OBJECTIVE: Genetic studies might provide new insights into the biological mechanisms underlying lipid metabolism and risk of CAD. We therefore conducted a genome-wide association study to identify novel genetic determinants of low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and triglycerides. METHODS AND RESULTS: We combined genome-wide association data from 8 studies, comprising up to 17 723 participants with information on circulating lipid concentrations. We did independent replication studies in up to 37 774 participants from 8 populations and also in a population of Indian Asian descent. We also assessed the association between single-nucleotide polymorphisms (SNPs) at lipid loci and risk of CAD in up to 9 633 cases and 38 684 controls. We identified 4 novel genetic loci that showed reproducible associations with lipids (probability values, 1.6×10(-8) to 3.1×10(-10)). These include a potentially functional SNP in the SLC39A8 gene for HDL-C, an SNP near the MYLIP/GMPR and PPP1R3B genes for LDL-C, and at the AFF1 gene for triglycerides. SNPs showing strong statistical association with 1 or more lipid traits at the CELSR2, APOB, APOE-C1-C4-C2 cluster, LPL, ZNF259-APOA5-A4-C3-A1 cluster and TRIB1 loci were also associated with CAD risk (probability values, 1.1×10(-3) to 1.2×10(-9)). CONCLUSIONS: We have identified 4 novel loci associated with circulating lipids. We also show that in addition to those that are largely associated with LDL-C, genetic loci mainly associated with circulating triglycerides and HDL-C are also associated with risk of CAD. These findings potentially provide new insights into the biological mechanisms underlying lipid metabolism and CAD risk.


Assuntos
HDL-Colesterol/genética , LDL-Colesterol/genética , Doença da Artéria Coronariana/genética , Metabolismo dos Lipídeos/genética , Triglicerídeos/genética , Povo Asiático , HDL-Colesterol/sangue , LDL-Colesterol/sangue , Variação Genética , Estudo de Associação Genômica Ampla , Humanos , Polimorfismo de Nucleotídeo Único , Fatores de Risco , Triglicerídeos/sangue , População Branca
12.
Eur J Med Genet ; 64(4): 104186, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33662638

RESUMO

INTRODUCTION: The restless legs syndrome (RLS) is a common heritable neurologic disorder which is characterized by an irresistible desire to move and unpleasant sensations in the legs. METHODS: We aim to identify new variants associated with RLS by performing genome-wide linkage and subsequent association analysis of forty member's family with history of RLS. RESULTS: We found evidence of linkage for three loci 7q21.11 (HLOD = 3.02), 7q21.13-7q21.3 (HLOD = 3.02) and 7q22.3 (HLOD = 3.09). Fine-mapping of those regions in association study using exome sequencing identified SEMA3A (p-value = 8.5·10-4), PPP1R9A (p-value = 7.2·10-4), PUS7 (p-value = 8.7·10-4), CDHR3 (p-value = 7.2·10-4), HBP1 (p-value = 1.5·10-4) and COG5 (p-value = 1.5·10-4) genes with p-values below significance threshold. CONCLUSION: Linkage analysis with subsequent association study of exome variants identified six new genes associated with RLS mapped on 7q21 and q22.


Assuntos
Cromossomos Humanos Par 7/genética , Locos de Características Quantitativas , Síndrome das Pernas Inquietas/genética , Proteínas Adaptadoras de Transporte Vesicular/genética , Proteínas Relacionadas a Caderinas , Caderinas/genética , Feminino , Estudo de Associação Genômica Ampla , Proteínas de Grupo de Alta Mobilidade/genética , Humanos , Transferases Intramoleculares/genética , Masculino , Proteínas de Membrana/genética , Proteínas dos Microfilamentos/genética , Proteínas do Tecido Nervoso/genética , Linhagem , Proteínas Repressoras/genética , Semaforina-3A/genética , Sequenciamento do Exoma
13.
BMC Bioinformatics ; 11: 134, 2010 Mar 16.
Artigo em Inglês | MEDLINE | ID: mdl-20233392

RESUMO

BACKGROUND: Over the last few years, genome-wide association (GWA) studies became a tool of choice for the identification of loci associated with complex traits. Currently, imputed single nucleotide polymorphisms (SNP) data are frequently used in GWA analyzes. Correct analysis of imputed data calls for the implementation of specific methods which take genotype imputation uncertainty into account. RESULTS: We developed the ProbABEL software package for the analysis of genome-wide imputed SNP data and quantitative, binary, and time-till-event outcomes under linear, logistic, and Cox proportional hazards models, respectively. For quantitative traits, the package also implements a fast two-step mixed model-based score test for association in samples with differential relationships, facilitating analysis in family-based studies, studies performed in human genetically isolated populations and outbred animal populations. CONCLUSIONS: ProbABEL package provides fast efficient way to analyze imputed data in genome-wide context and will facilitate future identification of complex trait loci.


Assuntos
Estudo de Associação Genômica Ampla/métodos , Software , Genótipo , Humanos , Modelos Genéticos , Polimorfismo de Nucleotídeo Único , Locos de Características Quantitativas
14.
Stroke ; 41(2): 210-7, 2010 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-20044523

RESUMO

BACKGROUND AND PURPOSE: Previous studies examining genetic associations with MRI-defined brain infarct have yielded inconsistent findings. We investigated genetic variation underlying covert MRI infarct in persons without histories of transient ischemic attack or stroke. We performed meta-analysis of genome-wide association studies of white participants in 6 studies comprising the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) consortium. METHODS: Using 2.2 million genotyped and imputed single nucleotide polymorphisms, each study performed cross-sectional genome-wide association analysis of MRI infarct using age- and sex-adjusted logistic regression models. Study-specific findings were combined in an inverse-variance-weighted meta-analysis, including 9401 participants with mean age 69.7 (19.4% of whom had >or=1 MRI infarct). RESULTS: The most significant association was found with rs2208454 (minor allele frequency, 20%), located in intron 3 of MACRO domain containing 2 gene and in the downstream region of fibronectin leucine-rich transmembrane protein 3 gene. Each copy of the minor allele was associated with lower risk of MRI infarcts (odds ratio, 0.76; 95% confidence interval, 0.68-0.84; P=4.64x10(-7)). Highly suggestive associations (P<1.0x10(-5)) were also found for 22 other single nucleotide polymorphisms in linkage disequilibrium (r(2)>0.64) with rs2208454. The association with rs2208454 did not replicate in independent samples of 1822 white and 644 black participants, although 4 single nucleotide polymorphisms within 200 kb from rs2208454 were associated with MRI infarcts in the black population sample. CONCLUSIONS: This first community-based, genome-wide association study on covert MRI infarcts uncovered novel associations. Although replication of the association with top single nucleotide polymorphisms failed, possibly because of insufficient power, results in the black population sample are encouraging, and further efforts at replication are needed.


Assuntos
Infarto Encefálico/genética , Infarto Encefálico/patologia , Encéfalo/patologia , Predisposição Genética para Doença/genética , Estudo de Associação Genômica Ampla/estatística & dados numéricos , Negro ou Afro-Americano/genética , Idoso , Encéfalo/fisiopatologia , Infarto Encefálico/fisiopatologia , Estudos de Coortes , Análise Mutacional de DNA , Feminino , Frequência do Gene/genética , Marcadores Genéticos/genética , Testes Genéticos , Variação Genética/genética , Humanos , Desequilíbrio de Ligação/genética , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único/genética , Estudos Prospectivos
15.
BMC Genet ; 11: 92, 2010 Oct 13.
Artigo em Inglês | MEDLINE | ID: mdl-20942902

RESUMO

BACKGROUND: Presence of interaction between a genotype and certain factor in determination of a trait's value, it is expected that the trait's variance is increased in the group of subjects having this genotype. Thus, test of heterogeneity of variances can be used as a test to screen for potentially interacting single-nucleotide polymorphisms (SNPs). In this work, we evaluated statistical properties of variance heterogeneity analysis in respect to the detection of potentially interacting SNPs in a case when an interaction variable is unknown. RESULTS: Through simulations, we investigated type I error for Bartlett's test, Bartlett's test with prior rank transformation of a trait to normality, and Levene's test for different genetic models. Additionally, we derived an analytical expression for power estimation. We showed that Bartlett's test has acceptable type I error in the case of trait following a normal distribution, whereas Levene's test kept nominal Type I error under all scenarios investigated. For the power of variance homogeneity test, we showed (as opposed to the power of direct test which uses information about known interacting factor) that, given the same interaction effect, the power can vary widely depending on the non-estimable direct effect of the unobserved interacting variable. Thus, for a given interaction effect, only very wide limits of power of the variance homogeneity test can be estimated. Also we applied Levene's approach to test genome-wide homogeneity of variances of the C-reactive protein in the Rotterdam Study population (n = 5959). In this analysis, we replicate previous results of Pare and colleagues (2010) for the SNP rs12753193 (n = 21,799). CONCLUSIONS: Screening for differences in variances among genotypes of a SNP is a promising approach as a number of biologically interesting models may lead to the heterogeneity of variances. However, it should be kept in mind that the absence of variance heterogeneity for a SNP can not be interpreted as the absence of involvement of the SNP in the interaction network.


Assuntos
Estudo de Associação Genômica Ampla , Modelos Genéticos , Polimorfismo de Nucleotídeo Único , Epistasia Genética , Humanos
16.
JAMA ; 302(2): 168-78, 2009 Jul 08.
Artigo em Inglês | MEDLINE | ID: mdl-19584346

RESUMO

CONTEXT: Echocardiographic measures of left ventricular (LV) structure and function are heritable phenotypes of cardiovascular disease. OBJECTIVE: To identify common genetic variants associated with cardiac structure and function by conducting a meta-analysis of genome-wide association data in 5 population-based cohort studies (stage 1) with replication (stage 2) in 2 other community-based samples. DESIGN, SETTING, AND PARTICIPANTS: Within each of 5 community-based cohorts comprising the EchoGen consortium (stage 1; n = 12 612 individuals of European ancestry; 55% women, aged 26-95 years; examinations between 1978-2008), we estimated the association between approximately 2.5 million single-nucleotide polymorphisms (SNPs; imputed to the HapMap CEU panel) and echocardiographic traits. In stage 2, SNPs significantly associated with traits in stage 1 were tested for association in 2 other cohorts (n = 4094 people of European ancestry). Using a prespecified P value threshold of 5 x 10(-7) to indicate genome-wide significance, we performed an inverse variance-weighted fixed-effects meta-analysis of genome-wide association data from each cohort. MAIN OUTCOME MEASURES: Echocardiographic traits: LV mass, internal dimensions, wall thickness, systolic dysfunction, aortic root, and left atrial size. RESULTS: In stage 1, 16 genetic loci were associated with 5 echocardiographic traits: 1 each with LV internal dimensions and systolic dysfunction, 3 each with LV mass and wall thickness, and 8 with aortic root size. In stage 2, 5 loci replicated (6q22 locus associated with LV diastolic dimensions, explaining <1% of trait variance; 5q23, 12p12, 12q14, and 17p13 associated with aortic root size, explaining 1%-3% of trait variance). CONCLUSIONS: We identified 5 genetic loci harboring common variants that were associated with variation in LV diastolic dimensions and aortic root size, but such findings explained a very small proportion of variance. Further studies are required to replicate these findings, identify the causal variants at or near these loci, characterize their functional significance, and determine whether they are related to overt cardiovascular disease.


Assuntos
Doenças Cardiovasculares/epidemiologia , Estudo de Associação Genômica Ampla , Ventrículos do Coração/anatomia & histologia , Função Ventricular Esquerda/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Aorta/anatomia & histologia , Doenças Cardiovasculares/genética , Ecocardiografia , Feminino , Genótipo , Átrios do Coração/anatomia & histologia , Humanos , Masculino , Pessoa de Meia-Idade , Tamanho do Órgão , Fenótipo , Polimorfismo de Nucleotídeo Único , Fatores de Risco , Disfunção Ventricular Esquerda/genética , População Branca
17.
J Psychiatr Res ; 47(3): 357-62, 2013 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23207112

RESUMO

The central nervous system has the second highest concentration of lipids after adipose tissue. Alterations in neural membrane phospho- and sphingolipid composition can influence crucial intra- and intercellular signalling and alter the membrane's properties. Recently, the polyunsaturated fatty acids (PUFA) hypothesis for depression suggests that phospho- and sphingolipid metabolism includes potential pathways for the disease. In 742 people from a Dutch family-based study, we assessed the relationships between 148 different plasma phospho- and sphingolipid species and depression/anxiety symptoms as measured by the Hospital Anxiety and Depression Scales (HADS-A and HADS-D) and the Centre for Epidemiological Studies Depression Scale (CES-D). We observed significant differences in plasma sphingomyelins (SPM), particularly the SPM 23:1/SPM 16:0 ratio, which was inversely correlated with depressive symptom scores. We observed a similar trend for plasma phosphatidylcholines (PC), particularly the molar proportion of PC O 36:4 and its ratio to ceramide CER 20:0. Absolute levels of PC O 36:4 were also associated with depression symptoms in an independent replication. To our knowledge this is the first study on depressive symptoms that focuses on specific phospho- and sphingolipid molecules in plasma rather than total PUFA concentrations. The findings of this lipidomic study suggests that plasma sphingomyelins and ether phospholipids should be further studied for their potential as biomarkers and for a better understanding of the underlying mechanisms of this systemic disease.


Assuntos
Ansiedade/sangue , Depressão/sangue , Saúde da Família , Fosfatidilcolinas/sangue , Esfingomielinas/sangue , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Países Baixos , Escalas de Graduação Psiquiátrica
18.
Nat Genet ; 45(2): 145-54, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-23263486

RESUMO

Elevated serum urate concentrations can cause gout, a prevalent and painful inflammatory arthritis. By combining data from >140,000 individuals of European ancestry within the Global Urate Genetics Consortium (GUGC), we identified and replicated 28 genome-wide significant loci in association with serum urate concentrations (18 new regions in or near TRIM46, INHBB, SFMBT1, TMEM171, VEGFA, BAZ1B, PRKAG2, STC1, HNF4G, A1CF, ATXN2, UBE2Q2, IGF1R, NFAT5, MAF, HLF, ACVR1B-ACVRL1 and B3GNT4). Associations for many of the loci were of similar magnitude in individuals of non-European ancestry. We further characterized these loci for associations with gout, transcript expression and the fractional excretion of urate. Network analyses implicate the inhibins-activins signaling pathways and glucose metabolism in systemic urate control. New candidate genes for serum urate concentration highlight the importance of metabolic control of urate production and excretion, which may have implications for the treatment and prevention of gout.


Assuntos
Loci Gênicos/genética , Gota/genética , Transdução de Sinais/genética , Ácido Úrico/sangue , Análise de Variância , Frequência do Gene , Estudo de Associação Genômica Ampla , Glucose/metabolismo , Gota/sangue , Humanos , Inibinas/genética , Inibinas/metabolismo , Polimorfismo de Nucleotídeo Único/genética , População Branca
19.
Neurobiol Aging ; 33(7): 1487.e21-8, 2012 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-22137330

RESUMO

The aim of our study was to discover genomic variations related to variant Creutzfeldt-Jakob disease (vCJD) susceptibility. A genome-wide association analysis with most vCJD samples available in the world was performed. A series of 93 vCJD UK patients and 1504 UK controls were included in the discovery stage. Our best findings were replicated in an independent population of 22 UK and 20 French vCJD cases. Post hoc analysis to assess our main results included 5711 French controls, 445 Dutch controls, and 446 sporadic Creutzfeldt-Jakob disease (CJD) cases. We found 2 genome wide significant variants tagging PRNP: rs6107516 (p = 2.6 × 10(-18)) and rs2065706 (p = 8.8 × 10(-14)). Two other single nucleotide polymorphisms (SNPs) (rs4921542 and rs7565981) were successfully replicated in independent samples and reached genome-wide significance after pooling discovery and replication populations. Rs4921542 (p = 1.6 × 10(-8)) is an intronic variant in the myotubularin related protein 7 gene (MTMR7), which is specifically expressed in the central nervous system (CNS) and dephosphorylates phosphatidylinositol 3-phosphate and inositol 1,3-bisphosphate. Rs7565981 (p = 4.2 × 10(-8)) is in an intergenic region upstream of the neuronal PAS (per-ARNT-sim) domain-containing protein 2 gene (NPAS2), a regulatory gene belonging to a family of transcription factors that has been implicated in memory, seasonal affective disorder, and the molecular clock in the mammalian forebrain. A proxy of rs7565981 (rs17024792; r(2) = 1.0) has been found to regulate the phospholipase C-delta-3 gene (PLCD3) in trans. This enzyme catalyzes the hydrolysis of phosphatidylinositol 4,5-bisphosphate. Our study reveals 2 new genome-wide significant markers for vCJD outside PRNP and provides evidence supporting a role of the phosphatidylinositol pathway in vCJD susceptibility.


Assuntos
Síndrome de Creutzfeldt-Jakob/genética , Ligação Genética/genética , Estudo de Associação Genômica Ampla/métodos , Proteínas Tirosina Fosfatases não Receptoras/genética , Adulto , Estudos de Coortes , Síndrome de Creutzfeldt-Jakob/diagnóstico , Síndrome de Creutzfeldt-Jakob/epidemiologia , Feminino , Predisposição Genética para Doença/genética , Humanos , Masculino , Vigilância da População/métodos
20.
Nat Genet ; 44(5): 539-44, 2012 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-22504418

RESUMO

During aging, intracranial volume remains unchanged and represents maximally attained brain size, while various interacting biological phenomena lead to brain volume loss. Consequently, intracranial volume and brain volume in late life reflect different genetic influences. Our genome-wide association study (GWAS) in 8,175 community-dwelling elderly persons did not reveal any associations at genome-wide significance (P < 5 × 10(-8)) for brain volume. In contrast, intracranial volume was significantly associated with two loci: rs4273712 (P = 3.4 × 10(-11)), a known height-associated locus on chromosome 6q22, and rs9915547 (P = 1.5 × 10(-12)), localized to the inversion on chromosome 17q21. We replicated the associations of these loci with intracranial volume in a separate sample of 1,752 elderly persons (P = 1.1 × 10(-3) for 6q22 and 1.2 × 10(-3) for 17q21). Furthermore, we also found suggestive associations of the 17q21 locus with head circumference in 10,768 children (mean age of 14.5 months). Our data identify two loci associated with head size, with the inversion at 17q21 also likely to be involved in attaining maximal brain size.


Assuntos
Encéfalo/fisiopatologia , Cromossomos Humanos Par 17/genética , Cromossomos Humanos Par 6/genética , Estudo de Associação Genômica Ampla , Polimorfismo de Nucleotídeo Único/genética , Idoso , Idoso de 80 Anos ou mais , Feminino , Loci Gênicos , Marcadores Genéticos , Cabeça/fisiopatologia , Humanos , Lactente , Masculino
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