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1.
PLoS One ; 12(1): e0170815, 2017.
Article in English | MEDLINE | ID: mdl-28135296

ABSTRACT

Genome-wide association studies (GWAS) using single nucleotide polymorphisms (SNPs) have identified more than 50 loci associated with estimated glomerular filtration rate (eGFR), a measure of kidney function. However, significant SNPs account for a small proportion of eGFR variability. Other forms of genetic variation have not been comprehensively evaluated for association with eGFR. In this study, we assess whether changes in germline DNA copy number are associated with GFR estimated from serum creatinine, eGFRcrea. We used hidden Markov models (HMMs) to identify copy number polymorphic regions (CNPs) from high-throughput SNP arrays for 2,514 African (AA) and 8,645 European ancestry (EA) participants in the Atherosclerosis Risk in Communities (ARIC) study. Separately for the EA and AA cohorts, we used Bayesian Gaussian mixture models to estimate copy number at regions identified by the HMM or previously reported in the HapMap Project. We identified 312 and 464 autosomal CNPs among individuals of EA and AA, respectively. Multivariate models adjusted for SNP-derived covariates of population structure identified one CNP in the EA cohort near genome-wide statistical significance (Bonferroni-adjusted p = 0.067) located on chromosome 5 (876-880kb). Overall, our findings suggest a limited role of CNPs in explaining eGFR variability.


Subject(s)
DNA Copy Number Variations/genetics , Genome-Wide Association Study , Kidney/physiology , Polymorphism, Single Nucleotide/genetics , Atherosclerosis/genetics , Black People/genetics , Female , Genetic Predisposition to Disease , Glomerular Filtration Rate/genetics , Humans , Kidney Function Tests , Linear Models , Male , Middle Aged , Risk Factors , White People/genetics
2.
Nat Genet ; 44(9): 981-90, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22885922

ABSTRACT

To extend understanding of the genetic architecture and molecular basis of type 2 diabetes (T2D), we conducted a meta-analysis of genetic variants on the Metabochip, including 34,840 cases and 114,981 controls, overwhelmingly of European descent. We identified ten previously unreported T2D susceptibility loci, including two showing sex-differentiated association. Genome-wide analyses of these data are consistent with a long tail of additional common variant loci explaining much of the variation in susceptibility to T2D. Exploration of the enlarged set of susceptibility loci implicates several processes, including CREBBP-related transcription, adipocytokine signaling and cell cycle regulation, in diabetes pathogenesis.


Subject(s)
Diabetes Mellitus, Type 2/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study/statistics & numerical data , Case-Control Studies , Diabetes Mellitus, Type 2/epidemiology , Female , Genes/physiology , Genetic Predisposition to Disease/genetics , Humans , Linkage Disequilibrium , Male , Pakistan/epidemiology , Polymorphism, Single Nucleotide/physiology , Sex Factors
3.
Am J Epidemiol ; 171(10): 1144-52, 2010 May 15.
Article in English | MEDLINE | ID: mdl-20400465

ABSTRACT

Cytomegalovirus (CMV), a prevalent pathogen, causes severe disease in immunocompromised humans. However, present understanding is limited regarding the long-term clinical effect of persistent CMV infection in immunocompetent adults. The authors conducted a prospective observational cohort study (1992-2002) of 635 community-dwelling women in Baltimore, Maryland, aged 70-79 years in the Women's Health and Aging Studies to examine the effect of CMV infection on the risk of frailty, a common geriatric syndrome, and mortality in older women. The effect of baseline serum CMV antibody (immunoglobulin G) concentration on the risk of 3-year incident frailty, defined by using a 5-component measure, and 5-year mortality was examined with Cox proportional hazards models. Compared with those who were CMV seronegative, women in the highest quartile of CMV antibody concentration had a greater incidence of frailty (hazard ratio = 3.46, 95% confidence interval: 1.45, 8.27) and mortality (hazard ratio = 3.81, 95% confidence interval: 1.64, 8.83). After adjustment for potential confounders, CMV antibody concentration in the highest quartile independently increased the risk of 5-year mortality (hazard ratio = 2.79, 95% confidence interval: 1.22, 6.40). Better understanding of the long-term clinical consequences of CMV infection in immunocompetent humans is needed to guide public health efforts for this widely prevalent infection.


Subject(s)
Cytomegalovirus Infections/mortality , Frail Elderly/statistics & numerical data , Age Factors , Aged , Antibodies, Viral/blood , Baltimore/epidemiology , Cohort Studies , Confidence Intervals , Cross-Sectional Studies , Cytomegalovirus/immunology , Cytomegalovirus Infections/epidemiology , Cytomegalovirus Infections/immunology , Female , Humans , Immunoglobulin G/blood , Incidence , Inflammation/immunology , Inflammation/physiopathology , Interleukin-6/blood , Logistic Models , Multivariate Analysis , Odds Ratio , Proportional Hazards Models , Prospective Studies , Risk Factors
4.
Obesity (Silver Spring) ; 18(7): 1417-22, 2010 Jul.
Article in English | MEDLINE | ID: mdl-19910936

ABSTRACT

Circulating levels of inflammatory markers predict the risk of cardiovascular disease (CVD), mediated perhaps in part by dietary fat intake, through mechanisms only partially understood. To evaluate post-fat load changes in inflammatory markers and genetic influences on these changes, we administered a standardized high-fat meal to 838 related Amish subjects as part of the Heredity and Phenotype Intervention (HAPI) Heart Study and measured a panel of inflammatory markers, including C-reactive protein (CRP), interleukin-1beta (IL-1beta), matrix metalloproteinase-1 and -9 (MMP-1 and MMP-9), and white blood cell (WBC) count, before and 4 h after fat challenge (CRP prechallenge only). Heritabilities (h(2) +/- s.d.) of basal inflammatory levels ranged from 16 +/- 8% for MMP-9 (P = 0.02) to 90 +/- 7% for MMP-1 (P < 0.0001). Post-fat load, circulating levels of WBC, MMP-1, and MMP-9 increased by 16, 32, and 43% (all P < 0.0001), with no significant changes in IL-1beta. Postprandial changes over the 4-h period were modestly heritable for WBC (age- and sex-adjusted h(2) = 14 +/- 9%, P = 0.04), but the larger MMP-1 and MMP-9 changes appeared to be independent of additive genetic effects. These results reveal that a high-fat meal induces a considerable inflammatory response. Genetic factors appear to play a significant role influencing basal inflammatory levels but to have minimal influence on post-fat intake inflammatory changes.


Subject(s)
Biomarkers , Cardiovascular Diseases , Dietary Fats/administration & dosage , Postprandial Period/genetics , Adult , Anthropometry , C-Reactive Protein/metabolism , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/genetics , Cardiovascular Diseases/immunology , Female , Genetic Variation , Humans , Interleukin-1beta/blood , Leukocyte Count , Male , Matrix Metalloproteinase 1/blood , Matrix Metalloproteinase 9/blood , Middle Aged , Protestantism , Reference Values , Risk Factors
5.
Circ Cardiovasc Genet ; 2(4): 329-37, 2009 Aug.
Article in English | MEDLINE | ID: mdl-20031604

ABSTRACT

BACKGROUND: Matrix metalloproteinase (MMP)-1 may play a role in cardiovascular disease susceptibility by influencing plaque rupture via its ability to degrade extracellular collagens. METHODS AND RESULTS: We performed a genome-wide association analysis of circulating MMP-1 levels using 500 K single-nucleotide polymorphisms (SNPs) to identify genes influencing variation in serum MMP-1 levels in 778 healthy Amish adults. Serum MMP-1 levels, logarithm transformed, and adjusted for age and sex, were screened for association with SNPs using mixed-model variance components to account for familial relatedness. Median MMP-1 level was 3.05 ng/mL (interquartile range: 1.82 to 5.04 ng/mL) with an estimated heritability of 81% (P<0.0001). Serum MMP-1 levels were strongly associated with a cluster of 179 SNPs extending over an 11.5-megabase region on chromosome 11q. The peak association was with rs495366 (P = 5.73 x 10(-34)), located within the region between MMP-1 and MMP-3 and having a minor allele frequency of 0.36. Two other SNPs within the 11q region, rs12289128 and rs11226373, were strongly associated with MMP-1 levels after accounting for rs495366 (P < or = 10(-7)). These 3 SNPs explained 31% of the variance in MMP-1 levels after adjusting for age and sex. CONCLUSIONS: This study provides strong evidence that the serum MMP-1 level is highly heritable and that SNPs near MMPs on chromosome 11q explain a significant portion of the variation in MMP-1 levels. Identification of the genetic variants that influence MMP-1 levels may provide insights into genetic mechanisms of cardiovascular disease.


Subject(s)
Chromosomes, Human, Pair 11 , Matrix Metalloproteinase 1/blood , Matrix Metalloproteinases/genetics , Polymorphism, Single Nucleotide , Adult , Age Factors , Cardiovascular Diseases/genetics , Female , Genome-Wide Association Study , Humans , Male , Middle Aged , Sex Factors
6.
BMC Med Genet ; 10: 108, 2009 Oct 23.
Article in English | MEDLINE | ID: mdl-19852818

ABSTRACT

BACKGROUND: Apolipoprotein E polymorphisms (APOE) have been associated with lowered glomerular filtration rate (GFR) and chronic kidney disease (CKD) with e2 allele conferring risk and e4 providing protection. However, few data are available in non-European ethnic groups or in a population-based cohort. METHODS: The authors analyzed 5,583 individuals from the Third National Health and Nutrition Examination Survey (NHANES III) to determine association with estimated GFR by the Modification of Diet in Renal Disease (MDRD) equation and low-GFR cases. Low-GFR cases were defined as GFR <75 ml/min/1.73 m2; additionally, GFR was analyzed continuously. RESULTS: In univariate analysis, the e4 allele was negatively associated with low-GFR cases in non-Hispanic whites, odds ratio (OR): 0.76, 95% confidence interval (CI): 0.60, 0.97. In whites, there was a significant association between increasing APOE score (indicating greater number of e2 alleles) and higher prevalence of low-GFR cases (OR: 1.21, 95%CI: 1.01, 1.45). Analysis of continuous GFR in whites found the e4 allele was associated with higher levels of continuous GFR (beta-coefficient: 2.57 ml/min/1.73 m2, 95%CI: 0.005, 5.14); in non-Hispanic blacks the e2 allele was associated with lower levels of continuous GFR (beta-coefficient: -3.73 ml/min/1.73 m2, 95%CI: -6.61, -0.84). APOE e2 and e4 alleles were rare and not associated with low-GFR cases or continuous GFR in Mexican Americans. CONCLUSION: In conclusion, the authors observed a weak association between the APOE e4 allele and low-GFR cases and continuous GFR in non-Hispanic whites, and the APOE e2 allele and continuous GFR in non-Hispanic blacks, but found no association with either measure of kidney function in Mexican Americans. Larger studies including multiethnic groups are needed to determine the significance of this association.


Subject(s)
Apolipoproteins E/genetics , Genetic Predisposition to Disease , Glomerular Filtration Rate/genetics , Polymorphism, Single Nucleotide , Renal Insufficiency, Chronic/genetics , Black or African American , Alleles , Analysis of Variance , Case-Control Studies , Female , Gene Frequency , Genotype , Hispanic or Latino , Humans , Male , Middle Aged , Nutrition Surveys , Odds Ratio , Prospective Studies , Renal Insufficiency, Chronic/diet therapy , Renal Insufficiency, Chronic/ethnology , Renal Insufficiency, Chronic/physiopathology , United States , White People
7.
Diabetes Metab Res Rev ; 25(8): 773-9, 2009 Nov.
Article in English | MEDLINE | ID: mdl-19877134

ABSTRACT

BACKGROUND: Insulin growth factor-1 receptor (IGF1R) encodes the insulin-like growth factor 1 receptor, a transmembrane tyrosine kinase receptor located on chromosome 15q26.3, in a region of linkage (LOD = 2.53, P = 0.00032) to Insulin30 on an OGTT in the Old Order Amish. Mouse models with beta-cell-specific deficiency of IGF1R demonstrate defects in glucose-stimulated insulin secretion. METHODS: To test the hypothesis that genetic variation in IGF1R is associated with impaired insulin secretion, we genotyped 54 SNPs in 778 nondiabetic subjects from the AFDS who had undergone OGTTs and tested them for association with ln Insulin30 and ISI. RESULTS: No individual SNPs were significantly associated with ln Insulin30 or ISI using a multiple hypothesis testing adjusted P < 0.002. Tests of association of 4-SNP haplotypes constructed by a windowing approach revealed an association of the CTTG-variant of a 4-SNP haplotype found in intron 20 (rs1784195-rs2715439-rs8034284-rs12440962) with lower ISI levels (beta = 0.18, SE(beta) = 0.05, P = 0.001). CONCLUSIONS: Sequence variation in IGF1R may influence insulin secretory function, although further studies in other populations will be needed to confirm these findings.


Subject(s)
Insulin/blood , Receptor, IGF Type 1/genetics , Adult , Christianity , Chromosomes, Human, Pair 15 , Cohort Studies , Female , Gene Frequency , Genetic Association Studies , Genetic Linkage , Glucose Tolerance Test , Haplotypes , Humans , Insulin/metabolism , Insulin Secretion , Male , Middle Aged , Pedigree , Pennsylvania , Polymorphism, Single Nucleotide , Statistics as Topic
8.
BMC Med Genet ; 9: 49, 2008 Jun 03.
Article in English | MEDLINE | ID: mdl-18522750

ABSTRACT

BACKGROUND: The Framingham Heart Study (FHS) recently obtained initial results from the first genome-wide association scan for renal traits. The study of 70,987 single nucleotide polymorphisms (SNPs) in 1,010 FHS participants provides a list of SNPs showing the strongest associations with renal traits which need to be verified in independent study samples. METHODS: Sixteen SNPs were selected for replication based on the most promising associations with chronic kidney disease (CKD), estimated glomerular filtration rate (eGFR), and serum cystatin C in FHS. These SNPs were genotyped in 15,747 participants of the Atherosclerosis in Communities (ARIC) Study and evaluated for association using multivariable adjusted regression analyses. Primary outcomes in ARIC were CKD and eGFR. Secondary prospective analyses were conducted for association with kidney disease progression using multivariable adjusted Cox proportional hazards regression. The definition of the outcomes, all covariates, and the use of an additive genetic model was consistent with the original analyses in FHS. RESULTS: The intronic SNP rs6495446 in the gene MTHFS was significantly associated with CKD among white ARIC participants at visit 4: the odds ratio per each C allele was 1.24 (95% CI 1.09-1.41, p = 0.001). Borderline significant associations of rs6495446 were observed with CKD at study visit 1 (p = 0.024), eGFR at study visits 1 (p = 0.073) and 4 (lower mean eGFR per C allele by 0.6 ml/min/1.73 m2, p = 0.043) and kidney disease progression (hazard ratio 1.13 per each C allele, 95% CI 1.00-1.26, p = 0.041). Another SNP, rs3779748 in EYA1, was significantly associated with CKD at ARIC visit 1 (odds ratio per each T allele 1.22, p = 0.01), but only with eGFR and cystatin C in FHS. CONCLUSION: This genome-wide association study provides unbiased information implicating MTHFS as a candidate gene for kidney disease. Our findings highlight the importance of replication to identify common SNPs associated with renal traits.


Subject(s)
Cardiovascular Diseases/genetics , Genome, Human , Kidney Failure, Chronic/genetics , Alleles , Cardiovascular Diseases/complications , Cardiovascular Diseases/physiopathology , Cohort Studies , Female , Gene Frequency , Genetic Predisposition to Disease , Genotype , Glomerular Filtration Rate , Humans , Kidney Failure, Chronic/complications , Kidney Failure, Chronic/physiopathology , Male , Middle Aged , Polymorphism, Single Nucleotide , Proportional Hazards Models
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