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1.
Circulation ; 137(12): 1246-1255, 2018 03 20.
Article in English | MEDLINE | ID: mdl-29170152

ABSTRACT

BACKGROUND: Data suggest that the prediction of adult cardiovascular disease using a model comprised entirely of adult nonlaboratory-based risk factors is equivalent to an approach that additionally incorporates adult lipid measures. We assessed and compared the utility of a risk model based solely on nonlaboratory risk factors in adolescence versus a lipid model based on nonlaboratory risk factors plus lipids for predicting high-risk carotid intima-media thickness (cIMT) in adulthood. METHODS: The study comprised 2893 participants 12 to 18 years of age from 4 longitudinal cohort studies from the United States (Bogalusa Heart Study and the Insulin Study), Australia (Childhood Determinants of Adult Health Study), and Finland (The Cardiovascular Risk in Young Finns Study) and followed into adulthood when cIMT was measured (mean follow-up, 23.4 years). Overweight status was defined according to the Cole classification. Hypertension was defined according to the Fourth Report on High Blood Pressure in Children and Adolescents from the National High Blood Pressure Education Program. High-risk plasma lipid levels were defined according to the National Cholesterol Education Program Expert Panel on Cholesterol Levels in Children. High cIMT was defined as a study-specific value ≥90th percentile. Age and sex were included in each model. RESULTS: In univariate models, all risk factors except for borderline high and high triglycerides in adolescence were associated with high cIMT in adulthood. In multivariable models (relative risk [95% confidence interval]), male sex (2.7 [2.0-2.6]), prehypertension (1.4 [1.0-1.9]), hypertension (1.9 [1.3-2.9]), overweight (2.0 [1.4-2.9]), obesity (3.7 [2.0-7.0]), borderline high low-density lipoprotein cholesterol (1.6 [1.2-2.2]), high low-density lipoprotein cholesterol (1.6 [1.1-2.1]), and borderline low high-density lipoprotein cholesterol (1.4 [1.0-1.8]) remained significant predictors of high cIMT (P<0.05). The addition of lipids into the nonlaboratory risk model slightly but significantly improved discrimination in predicting high cIMT compared with nonlaboratory-based risk factors only (C statistics for laboratory-based model 0.717 [95% confidence interval, 0.685-0.748] and for nonlaboratory 0.698 [95% confidence interval, 0.667-0.731]; P=0.02). CONCLUSIONS: Nonlaboratory-based risk factors and lipids measured in adolescence independently predicted preclinical atherosclerosis in young adulthood. The addition of lipid measurements to traditional clinic-based risk factor assessment provided a statistically significant but clinically modest improvement on adolescent prediction of high cIMT in adulthood.


Subject(s)
Carotid Artery Diseases/epidemiology , Dyslipidemias/blood , Lipids/blood , Adolescent , Adult , Age of Onset , Asymptomatic Diseases , Australia/epidemiology , Biomarkers/blood , Carotid Artery Diseases/blood , Carotid Artery Diseases/diagnostic imaging , Carotid Intima-Media Thickness , Child , Dyslipidemias/diagnosis , Dyslipidemias/epidemiology , Female , Finland/epidemiology , Humans , Hypertension/diagnosis , Hypertension/epidemiology , Male , Pediatric Obesity/diagnosis , Pediatric Obesity/epidemiology , Risk Assessment , Risk Factors , Sex Factors , Time Factors , United States/epidemiology , Young Adult
2.
Hum Mol Genet ; 25(19): 4350-4368, 2016 10 01.
Article in English | MEDLINE | ID: mdl-27577874

ABSTRACT

The electrocardiographic QRS duration, a measure of ventricular depolarization and conduction, is associated with cardiovascular mortality. While single nucleotide polymorphisms (SNPs) associated with QRS duration have been identified at 22 loci in populations of European descent, the genetic architecture of QRS duration in non-European populations is largely unknown. We therefore performed a genome-wide association study (GWAS) meta-analysis of QRS duration in 13,031 African Americans from ten cohorts and a transethnic GWAS meta-analysis with additional results from populations of European descent. In the African American GWAS, a single genome-wide significant SNP association was identified (rs3922844, P = 4 × 10-14) in intron 16 of SCN5A, a voltage-gated cardiac sodium channel gene. The QRS-prolonging rs3922844 C allele was also associated with decreased SCN5A RNA expression in human atrial tissue (P = 1.1 × 10-4). High density genotyping revealed that the SCN5A association region in African Americans was confined to intron 16. Transethnic GWAS meta-analysis identified novel SNP associations on chromosome 18 in MYL12A (rs1662342, P = 4.9 × 10-8) and chromosome 1 near CD1E and SPTA1 (rs7547997, P = 7.9 × 10-9). The 22 QRS loci previously identified in populations of European descent were enriched for significant SNP associations with QRS duration in African Americans (P = 9.9 × 10-7), and index SNP associations in or near SCN5A, SCN10A, CDKN1A, NFIA, HAND1, TBX5 and SETBP1 replicated in African Americans. In summary, rs3922844 was associated with QRS duration and SCN5A expression, two novel QRS loci were identified using transethnic meta-analysis, and a significant proportion of QRS-SNP associations discovered in populations of European descent were transferable to African Americans when adequate power was achieved.


Subject(s)
Cardiovascular Diseases/genetics , Genome-Wide Association Study , Heart Ventricles/physiopathology , NAV1.5 Voltage-Gated Sodium Channel/genetics , Black or African American/genetics , Alleles , Cardiovascular Diseases/mortality , Cardiovascular Diseases/physiopathology , Electrocardiography , Female , Genotype , Humans , Male , Myocardium/pathology , Polymorphism, Single Nucleotide/genetics , White People/genetics
3.
Am J Hum Genet ; 94(3): 349-60, 2014 Mar 06.
Article in English | MEDLINE | ID: mdl-24560520

ABSTRACT

Blood pressure (BP) is a heritable risk factor for cardiovascular disease. To investigate genetic associations with systolic BP (SBP), diastolic BP (DBP), mean arterial pressure (MAP), and pulse pressure (PP), we genotyped ~50,000 SNPs in up to 87,736 individuals of European ancestry and combined these in a meta-analysis. We replicated findings in an independent set of 68,368 individuals of European ancestry. Our analyses identified 11 previously undescribed associations in independent loci containing 31 genes including PDE1A, HLA-DQB1, CDK6, PRKAG2, VCL, H19, NUCB2, RELA, HOXC@ complex, FBN1, and NFAT5 at the Bonferroni-corrected array-wide significance threshold (p < 6 × 10(-7)) and confirmed 27 previously reported associations. Bioinformatic analysis of the 11 loci provided support for a putative role in hypertension of several genes, such as CDK6 and NUCB2. Analysis of potential pharmacological targets in databases of small molecules showed that ten of the genes are predicted to be a target for small molecules. In summary, we identified previously unknown loci associated with BP. Our findings extend our understanding of genes involved in BP regulation, which may provide new targets for therapeutic intervention or drug response stratification.


Subject(s)
Blood Pressure , Diastole , Genetics, Population , Systole , White People/genetics , Arterial Pressure , Computational Biology/methods , Europe , Genetic Loci , Genome-Wide Association Study , Genotype , Humans , Phenotype , Polymorphism, Single Nucleotide , Quality Control , Quantitative Trait Loci , Risk Factors
4.
Hum Mol Genet ; 23(9): 2490-7, 2014 May 01.
Article in English | MEDLINE | ID: mdl-24357391

ABSTRACT

The length of female reproductive lifespan is associated with multiple adverse outcomes, including breast cancer, cardiovascular disease and infertility. The biological processes that govern the timing of the beginning and end of reproductive life are not well understood. Genetic variants are known to contribute to ∼50% of the variation in both age at menarche and menopause, but to date the known genes explain <15% of the genetic component. We have used genome-wide association in a bivariate meta-analysis of both traits to identify genes involved in determining reproductive lifespan. We observed significant genetic correlation between the two traits using genome-wide complex trait analysis. However, we found no robust statistical evidence for individual variants with an effect on both traits. A novel association with age at menopause was detected for a variant rs1800932 in the mismatch repair gene MSH6 (P = 1.9 × 10(-9)), which was also associated with altered expression levels of MSH6 mRNA in multiple tissues. This study contributes to the growing evidence that DNA repair processes play a key role in ovarian ageing and could be an important therapeutic target for infertility.


Subject(s)
DNA-Binding Proteins/metabolism , Menopause/genetics , Age Factors , DNA-Binding Proteins/genetics , Female , Genome-Wide Association Study , Humans , Menopause/physiology , Polymorphism, Single Nucleotide/genetics
5.
Hum Mol Genet ; 23(9): 2498-510, 2014 May 01.
Article in English | MEDLINE | ID: mdl-24345515

ABSTRACT

Waist circumference (WC) and waist-to-hip ratio (WHR) are surrogate measures of central adiposity that are associated with adverse cardiovascular events, type 2 diabetes and cancer independent of body mass index (BMI). WC and WHR are highly heritable with multiple susceptibility loci identified to date. We assessed the association between SNPs and BMI-adjusted WC and WHR and unadjusted WC in up to 57 412 individuals of European descent from 22 cohorts collaborating with the NHLBI's Candidate Gene Association Resource (CARe) project. The study population consisted of women and men aged 20-80 years. Study participants were genotyped using the ITMAT/Broad/CARE array, which includes ∼50 000 cosmopolitan tagged SNPs across ∼2100 cardiovascular-related genes. Each trait was modeled as a function of age, study site and principal components to control for population stratification, and we conducted a fixed-effects meta-analysis. No new loci for WC were observed. For WHR analyses, three novel loci were significantly associated (P < 2.4 × 10(-6)). Previously unreported rs2811337-G near TMCC1 was associated with increased WHR (ß ± SE, 0.048 ± 0.008, P = 7.7 × 10(-9)) as was rs7302703-G in HOXC10 (ß = 0.044 ± 0.008, P = 2.9 × 10(-7)) and rs936108-C in PEMT (ß = 0.035 ± 0.007, P = 1.9 × 10(-6)). Sex-stratified analyses revealed two additional novel signals among females only, rs12076073-A in SHC1 (ß = 0.10 ± 0.02, P = 1.9 × 10(-6)) and rs1037575-A in ATBDB4 (ß = 0.046 ± 0.01, P = 2.2 × 10(-6)), supporting an already established sexual dimorphism of central adiposity-related genetic variants. Functional analysis using ENCODE and eQTL databases revealed that several of these loci are in regulatory regions or regions with differential expression in adipose tissue.


Subject(s)
Waist Circumference/genetics , Adiposity , Adult , Aged , Aged, 80 and over , Body Mass Index , Female , Genome-Wide Association Study , Humans , Male , Middle Aged , Waist-Hip Ratio , White People , Young Adult
6.
J Med Genet ; 52(3): 157-62, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25624462

ABSTRACT

BACKGROUND: Leucocyte telomere length (LTL), which is fashioned by multiple genes, has been linked to a host of human diseases, including sporadic melanoma. A number of genes associated with LTL have already been identified through genome-wide association studies. The main aim of this study was to establish whether DCAF4 (DDB1 and CUL4-associated factor 4) is associated with LTL. In addition, using ingenuity pathway analysis (IPA), we examined whether LTL-associated genes in the general population might partially explain the inherently longer LTL in patients with sporadic melanoma, the risk for which is increased with ultraviolet radiation (UVR). RESULTS: Genome-wide association (GWA) meta-analysis and de novo genotyping of 20 022 individuals revealed a novel association (p=6.4×10(-10)) between LTL and rs2535913, which lies within DCAF4. Notably, eQTL analysis showed that rs2535913 is associated with decline in DCAF4 expressions in both lymphoblastoid cells and sun-exposed skin (p=4.1×10(-3) and 2×10(-3), respectively). Moreover, IPA revealed that LTL-associated genes, derived from GWA meta-analysis (N=9190), are over-represented among genes engaged in melanoma pathways. Meeting increasingly stringent p value thresholds (p<0.05, <0.01, <0.005, <0.001) in the LTL-GWA meta-analysis, these genes were jointly over-represented for melanoma at p values ranging from 1.97×10(-169) to 3.42×10(-24). CONCLUSIONS: We uncovered a new locus associated with LTL in the general population. We also provided preliminary findings that suggest a link of LTL through genetic mechanisms with UVR and melanoma in the general population.


Subject(s)
Carrier Proteins/genetics , Leukocytes/cytology , Melanoma/genetics , Telomere Homeostasis/genetics , Alleles , Carrier Proteins/biosynthesis , Carrier Proteins/blood , Gene Expression Regulation , Genome-Wide Association Study , Humans , Melanoma/blood , Melanoma/pathology , Risk Factors , Telomere/genetics
7.
Hum Mol Genet ; 22(8): 1663-78, 2013 Apr 15.
Article in English | MEDLINE | ID: mdl-23303523

ABSTRACT

Blood pressure (BP) is a heritable determinant of risk for cardiovascular disease (CVD). To investigate genetic associations with systolic BP (SBP), diastolic BP (DBP), mean arterial pressure (MAP) and pulse pressure (PP), we genotyped ∼50 000 single-nucleotide polymorphisms (SNPs) that capture variation in ∼2100 candidate genes for cardiovascular phenotypes in 61 619 individuals of European ancestry from cohort studies in the USA and Europe. We identified novel associations between rs347591 and SBP (chromosome 3p25.3, in an intron of HRH1) and between rs2169137 and DBP (chromosome1q32.1 in an intron of MDM4) and between rs2014408 and SBP (chromosome 11p15 in an intron of SOX6), previously reported to be associated with MAP. We also confirmed 10 previously known loci associated with SBP, DBP, MAP or PP (ADRB1, ATP2B1, SH2B3/ATXN2, CSK, CYP17A1, FURIN, HFE, LSP1, MTHFR, SOX6) at array-wide significance (P < 2.4 × 10(-6)). We then replicated these associations in an independent set of 65 886 individuals of European ancestry. The findings from expression QTL (eQTL) analysis showed associations of SNPs in the MDM4 region with MDM4 expression. We did not find any evidence of association of the two novel SNPs in MDM4 and HRH1 with sequelae of high BP including coronary artery disease (CAD), left ventricular hypertrophy (LVH) or stroke. In summary, we identified two novel loci associated with BP and confirmed multiple previously reported associations. Our findings extend our understanding of genes involved in BP regulation, some of which may eventually provide new targets for therapeutic intervention.


Subject(s)
Blood Pressure/genetics , Cardiovascular Diseases/genetics , Chromosome Mapping , Genome-Wide Association Study , Adult , Aged , Cardiovascular Diseases/physiopathology , Cohort Studies , Female , Genetic Predisposition to Disease , Genotype , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , White People/genetics
8.
Hum Mol Genet ; 22(16): 3329-46, 2013 Aug 15.
Article in English | MEDLINE | ID: mdl-23599027

ABSTRACT

African-American (AA) women have earlier menarche on average than women of European ancestry (EA), and earlier menarche is a risk factor for obesity and type 2 diabetes among other chronic diseases. Identification of common genetic variants associated with age at menarche has a potential value in pointing to the genetic pathways underlying chronic disease risk, yet comprehensive genome-wide studies of age at menarche are lacking for AA women. In this study, we tested the genome-wide association of self-reported age at menarche with common single-nucleotide polymorphisms (SNPs) in a total of 18 089 AA women in 15 studies using an additive genetic linear regression model, adjusting for year of birth and population stratification, followed by inverse-variance weighted meta-analysis (Stage 1). Top meta-analysis results were then tested in an independent sample of 2850 women (Stage 2). First, while no SNP passed the pre-specified P < 5 × 10(-8) threshold for significance in Stage 1, suggestive associations were found for variants near FLRT2 and PIK3R1, and conditional analysis identified two independent SNPs (rs339978 and rs980000) in or near RORA, strengthening the support for this suggestive locus identified in EA women. Secondly, an investigation of SNPs in 42 previously identified menarche loci in EA women demonstrated that 25 (60%) of them contained variants significantly associated with menarche in AA women. The findings provide the first evidence of cross-ethnic generalization of menarche loci identified to date, and suggest a number of novel biological links to menarche timing in AA women.


Subject(s)
Black or African American/genetics , Genome-Wide Association Study , Menarche/genetics , Adolescent , Case-Control Studies , Child , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/genetics , Female , Genetic Loci , Genetic Variation , Humans , Linear Models , Membrane Glycoproteins , Membrane Proteins/genetics , Nuclear Receptor Subfamily 1, Group F, Member 1/genetics , Obesity/genetics , Polymorphism, Single Nucleotide , Risk Factors , White People/genetics , Young Adult
9.
Circulation ; 128(3): 217-24, 2013 Jul 16.
Article in English | MEDLINE | ID: mdl-23780579

ABSTRACT

BACKGROUND: Elevated blood pressure (BP) levels in childhood have been associated with subsequent atherosclerosis. However, it is uncertain whether this risk is attenuated in individuals who acquire normal BP by adulthood. The present study examined the effect of child and adult BP levels on carotid artery intima-media thickness (IMT) in adulthood. METHODS AND RESULTS: The cohort consisted of 4210 participants from 4 prospective studies (mean follow-up, 23 years). Childhood elevated BP was defined according to the tables from the National High Blood Pressure Education Program. In adulthood, BP was classified as elevated for individuals with systolic BP ≥120 mm Hg, diastolic BP ≥80 mm Hg or with self-reported use of antihypertensive medications. Carotid artery IMT was measured in the left common carotid artery. High IMT was defined as an IMT ≥90th percentile according to age-, sex-, race-, and cohort-specific levels. Individuals with persistently elevated BP and individuals with normal childhood BP, but elevated adult BP had increased risk of high carotid artery IMT (relative risk [95% confidence interval]) 1.82[1.47-2.38] and 1.57[1.22-2.02], respectively) in comparison with individuals with normal child and adult BP. In contrast, individuals with elevated BP as children but not as adults did not have significantly increased risk (1.24[0.92-1.67]). In addition, these individuals had a lower risk of increased carotid artery IMT (0.66[0.50-0.88]) in compared with those with persistently elevated BP. The results were consistent when controlling for age, sex, and adiposity and when different BP definitions were applied. CONCLUSIONS: Individuals with persistently elevated BP from childhood to adulthood had increased risk of carotid atherosclerosis. This risk was reduced if elevated BP during childhood resolved by adulthood.


Subject(s)
Carotid Artery Diseases/diagnostic imaging , Carotid Artery Diseases/epidemiology , Hypertension/diagnostic imaging , Hypertension/epidemiology , Adolescent , Adult , Age Distribution , Blood Pressure , Carotid Artery Diseases/prevention & control , Carotid Intima-Media Thickness , Child , Female , Follow-Up Studies , Humans , Hypertension/prevention & control , Internationality , Male , Middle Aged , Risk Factors
10.
Hum Mol Genet ; 21(24): 5385-94, 2012 Dec 15.
Article in English | MEDLINE | ID: mdl-23001564

ABSTRACT

Leukocyte telomere length (LTL) is associated with a number of common age-related diseases and is a heritable trait. Previous genome-wide association studies (GWASs) identified two loci on chromosomes 3q26.2 (TERC) and 10q24.33 (OBFC1) that are associated with the inter-individual LTL variation. We performed a meta-analysis of 9190 individuals from six independent GWAS and validated our findings in 2226 individuals from four additional studies. We confirmed previously reported associations with OBFC1 (rs9419958 P = 9.1 × 10(-11)) and with the telomerase RNA component TERC (rs1317082, P = 1.1 × 10(-8)). We also identified two novel genomic regions associated with LTL variation that map near a conserved telomere maintenance complex component 1 (CTC1; rs3027234, P = 3.6 × 10(-8)) on chromosome17p13.1 and zinc finger protein 676 (ZNF676; rs412658, P = 3.3 × 10(-8)) on 19p12. The minor allele of rs3027234 was associated with both shorter LTL and lower expression of CTC1. Our findings are consistent with the recent observations that point mutations in CTC1 cause short telomeres in both Arabidopsis and humans affected by a rare Mendelian syndrome. Overall, our results provide novel insights into the genetic architecture of inter-individual LTL variation in the general population.


Subject(s)
Telomere Homeostasis/genetics , Telomere-Binding Proteins/genetics , Genome-Wide Association Study , Humans , Kruppel-Like Transcription Factors , Telomere/metabolism
11.
N Engl J Med ; 365(20): 1876-85, 2011 Nov 17.
Article in English | MEDLINE | ID: mdl-22087679

ABSTRACT

BACKGROUND: Obesity in childhood is associated with increased cardiovascular risk. It is uncertain whether this risk is attenuated in persons who are overweight or obese as children but not obese as adults. METHODS: We analyzed data from four prospective cohort studies that measured childhood and adult body-mass index (BMI, the weight in kilograms divided by the square of the height in meters). The mean length of follow-up was 23 years. To define high adiposity status, international age-specific and sex-specific BMI cutoff points for overweight and obesity were used for children, and a BMI cutoff point of 30 was used for adults. RESULTS: Data were available for 6328 subjects. Subjects with consistently high adiposity status from childhood to adulthood, as compared with persons who had a normal BMI as children and were nonobese as adults, had an increased risk of type 2 diabetes (relative risk, 5.4; 95% confidence interval [CI], 3.4 to 8.5), hypertension (relative risk, 2.7; 95% CI, 2.2 to 3.3), elevated low-density lipoprotein cholesterol levels (relative risk, 1.8; 95% CI, 1.4 to 2.3), reduced high-density lipoprotein cholesterol levels (relative risk, 2.1; 95% CI, 1.8 to 2.5), elevated triglyceride levels (relative risk, 3.0; 95% CI, 2.4 to 3.8), and carotid-artery atherosclerosis (increased intima-media thickness of the carotid artery) (relative risk, 1.7; 95% CI, 1.4 to 2.2) (P ≤ 0.002 for all comparisons). Persons who were overweight or obese during childhood but were nonobese as adults had risks of the outcomes that were similar to those of persons who had a normal BMI consistently from childhood to adulthood (P>0.20 for all comparisons). CONCLUSIONS: Overweight or obese children who were obese as adults had increased risks of type 2 diabetes, hypertension, dyslipidemia, and carotid-artery atherosclerosis. The risks of these outcomes among overweight or obese children who became nonobese by adulthood were similar to those among persons who were never obese. (Funded by the Academy of Finland and others.).


Subject(s)
Cardiovascular Diseases/etiology , Obesity/complications , Adolescent , Adult , Age Factors , Body Mass Index , Cardiovascular Diseases/epidemiology , Carotid Arteries/pathology , Child , Child, Preschool , Cohort Studies , Diabetes Mellitus, Type 2/etiology , Female , Humans , Hypercholesterolemia/etiology , Hypertension/etiology , Hypertriglyceridemia/etiology , Male , Obesity/classification , Risk Factors
12.
Br J Nutr ; 109(2): 338-45, 2013 Jan 28.
Article in English | MEDLINE | ID: mdl-22716994

ABSTRACT

Because of its strong association (r 0.85) with percentage of body fat determined by dual-energy X-ray absorptiometry, hip circumference divided by height(1.5) (the body adiposity index) has recently been proposed as an index of body fatness among adults. We examined whether this proposed index was more strongly associated with skinfold thicknesses and levels of CVD risk factors (lipids, fasting insulin and glucose, and blood pressure) than was BMI among 2369 18- to 49-year-olds in the Bogalusa Heart Study. All analyses indicated that the body adiposity index was less strongly associated with skinfold thicknesses and CVD risk factors than was either waist circumference or BMI. Correlations with the skinfold sum, for example, were r 0.81 (BMI) v. r 0.75 (body adiposity index) among men, and r 0.87 (BMI) v. r 0.80 among women; P< 0.001 for both differences. An overall index of seven CVD risk factors was also more strongly associated with BMI (r 0.58) and waist circumference (r 0.61) than with the body adiposity index (r 0.49). The weaker associations with the body adiposity index were observed in analyses stratified by sex, race, age and year of examination. Multivariable analyses indicated that if either BMI or waist circumference were known, the body adiposity index provided no additional information on skinfold thicknesses or risk factor levels. These findings indicate that the body adiposity index is likely to be an inferior index of adiposity than is either BMI or waist circumference.


Subject(s)
Adiposity , Cardiovascular Diseases/etiology , Obesity/diagnosis , Adolescent , Adult , Algorithms , Body Height , Body Mass Index , Cardiovascular Diseases/epidemiology , Cross-Sectional Studies , Female , Hip/pathology , Humans , Louisiana/epidemiology , Male , Middle Aged , Obesity/pathology , Obesity/physiopathology , Risk Factors , Sex Characteristics , Skinfold Thickness , Waist Circumference , Young Adult
13.
Eur J Epidemiol ; 28(11): 859-66, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23990212

ABSTRACT

Leukocyte telomere length (LTL) shortens with age. Longitudinal studies have reported accelerated LTL attrition when baseline LTL is longer. However, the dependency of LTL attrition on baseline LTL might stem from a statistical artifact known as regression to the mean (RTM). To our knowledge no published study of LTL dynamics (LTL and its attrition rate) has corrected for this phenomenon. We illustrate the RTM effect using replicate LTL measurements, and show, using simulated data, how the RTM effect increases with a rise in stochastic measurement variation (representing LTL measurement error), resulting in spurious increasingly elevated dependencies of attrition on baseline values. In addition, we re-analyzed longitudinal LTL data collected from four study populations to test the hypothesis that LTL attrition depends on baseline LTL. We observed that the rate of LTL attrition was proportional to baseline LTL, but correction for the RTM effect reduced the slope of the relationship by 57% when measurement error was low (coefficient of variation ~2%). A modest but statistically significant effect remained however, indicating that high baseline LTL is associated with higher LTL attrition even when correcting for the RTM effect. Baseline LTL explained 1.3% of the variation in LTL attrition, but this effect, which differed significantly between the study samples, appeared to be primarily attributable to the association in men (3.7%).


Subject(s)
Aging/genetics , Leukocytes/physiology , Telomere/genetics , Age Factors , Female , Humans , Longitudinal Studies , Male , Population Surveillance , Regression Analysis , Sex Factors , Telomere/physiology
14.
PLoS Genet ; 6(9): e1001094, 2010 Sep 09.
Article in English | MEDLINE | ID: mdl-20838585

ABSTRACT

Cardiovascular disease (CVD) is the leading cause of death worldwide. Recent genome-wide association (GWA) studies have pinpointed many loci associated with CVD risk factors in adults. It is unclear, however, if these loci predict trait levels at all ages, if they are associated with how a trait develops over time, or if they could be used to screen individuals who are pre-symptomatic to provide the opportunity for preventive measures before disease onset. We completed a genome-wide association study on participants in the longitudinal Bogalusa Heart Study (BHS) and have characterized the association between genetic factors and the development of CVD risk factors from childhood to adulthood. We report 7 genome-wide significant associations involving CVD risk factors, two of which have been previously reported. Top regions were tested for replication in the Young Finns Study (YF) and two associations strongly replicated: rs247616 in CETP with HDL levels (combined P = 9.7 x 10(-24)), and rs445925 at APOE with LDL levels (combined P = 8.7 x 10(-19)). We show that SNPs previously identified in adult cross-sectional studies tend to show age-independent effects in the BHS with effect sizes consistent with previous reports. Previously identified variants were associated with adult trait levels above and beyond those seen in childhood; however, variants with time-dependent effects were also promising predictors. This is the first GWA study to evaluate the role of common genetic variants in the development of CVD risk factors in children as they advance through adulthood and highlights the utility of using longitudinal studies to identify genetic predictors of adult traits in children.


Subject(s)
Cardiovascular Diseases/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study , Adolescent , Adult , Child , Female , Finland , Genetic Markers , Humans , Longitudinal Studies , Louisiana , Male , Middle Aged , Phenotype , Polymorphism, Single Nucleotide/genetics , Reproducibility of Results , Risk Factors , Young Adult
15.
Proc Natl Acad Sci U S A ; 107(20): 9293-8, 2010 May 18.
Article in English | MEDLINE | ID: mdl-20421499

ABSTRACT

Telomeres are engaged in a host of cellular functions, and their length is regulated by multiple genes. Telomere shortening, in the course of somatic cell replication, ultimately leads to replicative senescence. In humans, rare mutations in genes that regulate telomere length have been identified in monogenic diseases such as dyskeratosis congenita and idiopathic pulmonary fibrosis, which are associated with shortened leukocyte telomere length (LTL) and increased risk for aplastic anemia. Shortened LTL is observed in a host of aging-related complex genetic diseases and is associated with diminished survival in the elderly. We report results of a genome-wide association study of LTL in a consortium of four observational studies (n = 3,417 participants with LTL and genome-wide genotyping). SNPs in the regions of the oligonucleotide/oligosaccharide-binding folds containing one gene (OBFC1; rs4387287; P = 3.9 x 10(-9)) and chemokine (C-X-C motif) receptor 4 gene (CXCR4; rs4452212; P = 2.9 x 10(-8)) were associated with LTL at a genome-wide significance level (P < 5 x 10(-8)). We attempted replication of the top SNPs at these loci through de novo genotyping of 1,893 additional individuals and in silico lookup in another observational study (n = 2,876), and we confirmed the association findings for OBFC1 but not CXCR4. In addition, we confirmed the telomerase RNA component (TERC) as a gene associated with LTL (P = 1.1 x 10(-5)). The identification of OBFC1 through genome-wide association as a locus for interindividual variation in LTL in the general population advances the understanding of telomere biology in humans and may provide insights into aging-related disorders linked to altered LTL dynamics.


Subject(s)
Leukocytes/physiology , Receptors, CXCR4/physiology , Telomere-Binding Proteins/physiology , Telomere/physiology , Cohort Studies , Genome-Wide Association Study , Genotype , Humans , Leukocytes/chemistry , Polymorphism, Single Nucleotide/genetics , Receptors, CXCR4/genetics , Telomere/genetics , Telomere-Binding Proteins/genetics
16.
Am J Epidemiol ; 176 Suppl 7: S142-9, 2012 Oct 01.
Article in English | MEDLINE | ID: mdl-23035138

ABSTRACT

Not all obese adults have cardiometabolic abnormalities. It is unknown whether this is true in children and, if true, whether children who have metabolically healthy overweight/obesity (MHO) will also have favorable cardiometabolic profiles in adulthood. These aspects were examined in 1,098 individuals who participated as both children (aged 5-17 years) and adults (aged 24-43 years) in the Bogalusa Heart Study between 1997 and 2002 in Bogalusa, Louisiana. MHO was defined as being in the top body mass index quartile, while low density lipoprotein cholesterol, triglycerides, mean arterial pressure, and glucose were in the bottom 3 quartiles, and high density lipoprotein cholesterol was in the top 3 quartiles. Forty-six children (4.2%) had MHO, and they were more likely to retain MHO status in adulthood compared with children in other categories (P < 0.0001). Despite markedly increased obesity in childhood and in adulthood, these same MHO children and adults showed a cardiometabolic profile generally comparable to that of nonoverweight/obese children (P > 0.05 in most cases). Moreover, there was no difference in carotid intima-media thickness in adulthood between MHO children and nonoverweight/obese children. Further, carotid intima-media thickness in adulthood was lower in MHO children than in metabolically abnormal, overweight/obese children (P = 0.003). In conclusion, the MHO phenotype starts in childhood and continues into adulthood.


Subject(s)
Blood Glucose/analysis , Cholesterol, LDL/blood , Obesity/complications , Triglycerides/blood , Adolescent , Adult , Age Factors , Blood Pressure , Carotid Arteries/diagnostic imaging , Child , Child, Preschool , Coronary Disease/blood , Coronary Disease/epidemiology , Coronary Disease/etiology , Cross-Sectional Studies , Female , Humans , Longitudinal Studies , Louisiana/epidemiology , Male , Obesity/epidemiology , Phenotype , Risk Factors , Ultrasonography , Young Adult
17.
Am J Epidemiol ; 176 Suppl 7: S99-105, 2012 Oct 01.
Article in English | MEDLINE | ID: mdl-23035149

ABSTRACT

The association between birth weight and long-term within-individual variability of blood pressure (BP) was examined in a longitudinal cohort of 1,454 adults (939 whites and 515 blacks; adulthood age = 19-50 years) enrolled in the Bogalusa Heart Study in Bogalusa, Louisiana, in 1973-2010. BP variability was depicted as standard deviation, coefficient of variation, and deviation from age-predicted values using 6-15 serial BP measurements from childhood to adulthood over an average of 25.7 years. Birth weight was significantly and negatively associated with adulthood BP levels, long-term BP levels, and rate of change. Importantly, low birth weight was significantly associated with increased BP variability in terms of standard deviation, coefficient of variation, and deviation. As evaluated using the regression coefficients, a 1-kg lower birth weight was associated with increases in systolic BP variability measures (-0.38 mm Hg, P = 0.04 for standard deviation; -0.004 mm Hg, P = 0.01 for coefficient of variation; and -0.16 mm Hg, P = 0.04 for deviation) after adjustment for race, age, sex, mean BP levels, and gestational age; similar trends in the associations were noted for diastolic BP variability measures. In conclusion, these findings suggest that birth weight affects not only BP levels but also the magnitude of within-individual BP fluctuations over time through fetal programming in BP regulation mechanisms.


Subject(s)
Blood Pressure/physiology , Infant, Low Birth Weight/physiology , Adolescent , Adult , Age Factors , Birth Weight/physiology , Child , Child, Preschool , Cross-Sectional Studies , Female , Gestational Age , Humans , Infant, Newborn , Longitudinal Studies , Louisiana , Male , Middle Aged , Racial Groups , Sex Factors , Young Adult
18.
Hum Genet ; 131(12): 1851-9, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22842737

ABSTRACT

FTO affects changes in BMI during both childhood and adulthood. However, its effect on onset age of overweight in adulthood is not known. To address this question, we conducted a study to examine effects of FTO tag SNPs on censored age of overweight in the longitudinal Bogalusa Heart Study (BHS) cohort, which began in 1973-1974. Of participating subjects, 658 whites (308 males and 350 females) with genotype data were selected for the study. The FTO gene was examined by a survival analysis of 30 tag SNPs regarding their association with left, interval and right-censored adult overweight. After adjustment for birth weight and sex, SNP rs9939609 has a small nominal p value of 0.004 for the association with onset age, which has an expected proportion of false positives of 9.6 % after adjusting for multiple tests. It was estimated that genotypes AA, AT and TT have onset age (standard error) of 22.82 (1.07), 28.96 (1.04) and 27.76 (1.04) years, respectively, for a 50 % cumulative proportion of overweight in the population. Genotypes AA, AT and TT, respectively, have estimated survival probability of 65.8, 78.7 and 76.8 % at the age of 18; and survival probability of 6.5, 11.8 and 10.7 % at the age of 60. The odds ratios of survival beyond age ≥18 years are 0.52 for AA versus AT and 0.58 for AA versus TT. We thus concluded that risk genetic variants at FTO gene can accelerate the onset age and influence the survival odds of overweight in younger adults.


Subject(s)
Overweight/genetics , Proteins/genetics , Adolescent , Adult , Age of Onset , Alpha-Ketoglutarate-Dependent Dioxygenase FTO , Body Mass Index , Cohort Studies , Female , Genetic Predisposition to Disease , Humans , Longitudinal Studies , Louisiana/epidemiology , Male , Middle Aged , Overweight/epidemiology , Overweight/pathology , Polymorphism, Single Nucleotide , White People/genetics , Young Adult
19.
Pediatr Blood Cancer ; 58(1): 117-21, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22076834

ABSTRACT

Epidemiologic studies have established that cardiovascular (CV) risk factors including obesity are identifiable in childhood. Childhood risk factors are predictive of adult cardiac risk and even premature death [Franks et al. (2010) N Engl J Med 362:485-493]. In the United States, CV diseases remains the leading causes of death. In fact, heart disease has become the major cause of death worldwide, surpassing undernutrition and infectious diseases, largely related to obesity in childhood [Wang and Lobstein (2006) Int J Pediatr Obes 1:11-25]. The concept that adult heart diseases begin in childhood is an outgrowth of extensive long-term epidemiologic studies in youth, that is, the Bogalusa Heart Study [Berenson et al. (1986) Causation of cardiovascular risk factors in children: Perspectives on cardiovascular risk in early life, Raven Press Books Ltd].


Subject(s)
Cardiovascular Diseases/etiology , Diabetes Mellitus/etiology , Obesity/complications , Adult , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/prevention & control , Child , Diabetes Mellitus/epidemiology , Diabetes Mellitus/prevention & control , Epidemiologic Studies , Female , Humans , Male , Obesity/epidemiology , Prognosis , Risk Factors , United States
20.
Circulation ; 122(24): 2514-20, 2010 Dec 14.
Article in English | MEDLINE | ID: mdl-21126976

ABSTRACT

BACKGROUND: Atherosclerosis has its roots in childhood. Therefore, defining the age when childhood risk exposure begins to relate to adult atherosclerosis may have implications for pediatric cardiovascular disease prevention and provide insights about the early determinants of atherosclerosis development. The aim of this study was to investigate the influence of age on the associations between childhood risk factors and carotid artery intima-media thickness, a marker of subclinical atherosclerosis. METHODS AND RESULTS: We used data for 4380 members of 4 prospective cohorts-Cardiovascular Risk in Young Finns Study (Finland), Childhood Determinants of Adult Health study (Australia), Bogalusa Heart Study (United States), and Muscatine Study (United States)-that have collected cardiovascular risk factor data from childhood (age 3 to 18 years) and performed intima-media thickness measurements in adulthood (age 20 to 45 years). The number of childhood risk factors (high [highest quintile] total cholesterol, triglycerides, blood pressure, and body mass index) was predictive of elevated intima-media thickness (highest decile) on the basis of risk factors measured at age 9 years (odds ratio [95% confidence interval] 1.37 [1.16 to 1.61], P=0.0003), 12 years (1.48 [1.28 to 1.72], P<0.0001), 15 years (1.56 [1.36 to 1.78], P<0.0001), and 18 years (1.57 [1.31 to 1.87], P<0.0001). The associations with risk factors measured at age 3 years (1.17 [0.80 to 1.71], P=0.42) and 6 years (1.20 [0.96 to 1.51], P=0.13) were weaker and nonsignificant. CONCLUSIONS: Our analyses from 4 longitudinal cohorts showed that the strength of the associations between childhood risk factors and carotid intima-media thickness is dependent on childhood age. On the basis of these data, risk factor measurements obtained at or after 9 years of age are predictive of subclinical atherosclerosis in adulthood.


Subject(s)
Atherosclerosis/pathology , Atherosclerosis/physiopathology , Carotid Artery Diseases/pathology , Carotid Artery Diseases/physiopathology , Internationality , Tunica Intima/pathology , Tunica Media/pathology , Adolescent , Adult , Age Factors , Atherosclerosis/epidemiology , Australia/epidemiology , Carotid Artery Diseases/epidemiology , Child , Child, Preschool , Cohort Studies , Female , Finland/epidemiology , Follow-Up Studies , Humans , Longitudinal Studies , Male , Middle Aged , Predictive Value of Tests , Prospective Studies , Risk Factors , United States/epidemiology , Young Adult
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