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1.
Circulation ; 128(12): 1310-24, 2013 Sep 17.
Article in English | MEDLINE | ID: mdl-23969696

ABSTRACT

BACKGROUND: Estimates of the heritability of plasma fibrinogen concentration, an established predictor of cardiovascular disease, range from 34% to 50%. Genetic variants so far identified by genome-wide association studies explain only a small proportion (<2%) of its variation. METHODS AND RESULTS: We conducted a meta-analysis of 28 genome-wide association studies including >90 000 subjects of European ancestry, the first genome-wide association meta-analysis of fibrinogen levels in 7 studies in blacks totaling 8289 samples, and a genome-wide association study in Hispanics totaling 1366 samples. Evaluation for association of single-nucleotide polymorphisms with clinical outcomes included a total of 40 695 cases and 85 582 controls for coronary artery disease, 4752 cases and 24 030 controls for stroke, and 3208 cases and 46 167 controls for venous thromboembolism. Overall, we identified 24 genome-wide significant (P<5×10(-8)) independent signals in 23 loci, including 15 novel associations, together accounting for 3.7% of plasma fibrinogen variation. Gene-set enrichment analysis highlighted key roles in fibrinogen regulation for the 3 structural fibrinogen genes and pathways related to inflammation, adipocytokines, and thyrotrophin-releasing hormone signaling. Whereas lead single-nucleotide polymorphisms in a few loci were significantly associated with coronary artery disease, the combined effect of all 24 fibrinogen-associated lead single-nucleotide polymorphisms was not significant for coronary artery disease, stroke, or venous thromboembolism. CONCLUSIONS: We identify 23 robustly associated fibrinogen loci, 15 of which are new. Clinical outcome analysis of these loci does not support a causal relationship between circulating levels of fibrinogen and coronary artery disease, stroke, or venous thromboembolism.


Subject(s)
Cardiovascular Diseases/ethnology , Cardiovascular Diseases/genetics , Fibrinogen/genetics , Fibrinogen/metabolism , Genetic Loci/genetics , Genome-Wide Association Study , Adolescent , Adult , Aged , Aged, 80 and over , Black People/genetics , Black People/statistics & numerical data , Cardiovascular Diseases/metabolism , Coronary Artery Disease/ethnology , Coronary Artery Disease/genetics , Coronary Artery Disease/metabolism , Female , Genetic Predisposition to Disease/ethnology , Hispanic or Latino/genetics , Hispanic or Latino/statistics & numerical data , Humans , Male , Middle Aged , Myocardial Infarction/ethnology , Myocardial Infarction/genetics , Myocardial Infarction/metabolism , Polymorphism, Single Nucleotide/genetics , Risk Factors , Stroke/ethnology , Stroke/genetics , Stroke/metabolism , Venous Thromboembolism/ethnology , Venous Thromboembolism/genetics , Venous Thromboembolism/metabolism , White People/genetics , White People/statistics & numerical data , Young Adult
2.
PLoS Genet ; 7(6): e1002108, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21738479

ABSTRACT

Total white blood cell (WBC) and neutrophil counts are lower among individuals of African descent due to the common African-derived "null" variant of the Duffy Antigen Receptor for Chemokines (DARC) gene. Additional common genetic polymorphisms were recently associated with total WBC and WBC sub-type levels in European and Japanese populations. No additional loci that account for WBC variability have been identified in African Americans. In order to address this, we performed a large genome-wide association study (GWAS) of total WBC and cell subtype counts in 16,388 African-American participants from 7 population-based cohorts available in the Continental Origins and Genetic Epidemiology Network. In addition to the DARC locus on chromosome 1q23, we identified two other regions (chromosomes 4q13 and 16q22) associated with WBC in African Americans (P<2.5×10(-8)). The lead SNP (rs9131) on chromosome 4q13 is located in the CXCL2 gene, which encodes a chemotactic cytokine for polymorphonuclear leukocytes. Independent evidence of the novel CXCL2 association with WBC was present in 3,551 Hispanic Americans, 14,767 Japanese, and 19,509 European Americans. The index SNP (rs12149261) on chromosome 16q22 associated with WBC count is located in a large inter-chromosomal segmental duplication encompassing part of the hydrocephalus inducing homolog (HYDIN) gene. We demonstrate that the chromosome 16q22 association finding is most likely due to a genotyping artifact as a consequence of sequence similarity between duplicated regions on chromosomes 16q22 and 1q21. Among the WBC loci recently identified in European or Japanese populations, replication was observed in our African-American meta-analysis for rs445 of CDK6 on chromosome 7q21 and rs4065321 of PSMD3-CSF3 region on chromosome 17q21. In summary, the CXCL2, CDK6, and PSMD3-CSF3 regions are associated with WBC count in African American and other populations. We also demonstrate that large inter-chromosomal duplications can result in false positive associations in GWAS.


Subject(s)
Black or African American/genetics , Genome-Wide Association Study , Leukocyte Count , Molecular Epidemiology , Artifacts , Asian People/genetics , Chemokine CXCL2/genetics , Chromosomes, Human, Pair 1/genetics , Chromosomes, Human, Pair 16/genetics , Chromosomes, Human, Pair 4/genetics , DNA Replication/genetics , Duffy Blood-Group System/genetics , Genetic Loci/genetics , Humans , Microfilament Proteins/genetics , Phenotype , Polymorphism, Single Nucleotide , Receptors, Cell Surface/genetics , Reproducibility of Results , White People/genetics
3.
Circulation ; 126(6): 688-96, 2012 Aug 07.
Article in English | MEDLINE | ID: mdl-22753306

ABSTRACT

BACKGROUND: The differences in the incidence of heart failure by race/ethnicity and the potential mechanisms for these differences are largely unexplored in women. METHODS AND RESULTS: A total of 156 143 postmenopausal women free of self-reported heart failure enrolled from 1993 to 1998 at 40 clinical centers throughout the United States as part of the Women's Health Initiative and were followed up until 2005, for an average of 7.8 years, for incident hospitalized heart failure. Incident rates, hazard ratios (HRs), and 95% confidence intervals were determined by use of the Cox proportional hazard model comparing racial/ethnic groups, and population-attributable risk percentages were calculated for each racial/ethnic group. Blacks had the highest age-adjusted incidence of heart failure (380 in 100 000 person-years), followed by whites (274), Hispanics (193), and Asian/Pacific Islanders (103). The excess risk in blacks compared with whites (age-adjusted HR=1.45) was significantly attenuated by adjustment for household income (HR=0.97) and diabetes mellitus (HR=0.89), but the lower risk in Hispanics (age-adjusted HR=0.72) and Asian/Pacific Islanders (age-adjusted HR=0.44) remained despite adjustment for traditional risk factors, socioeconomic status, lifestyle, and access-to-care variables. The effect of adjustment for interim coronary heart disease on nonwhite versus white HRs for heart failure differed by race/ethnic group. CONCLUSIONS: Asian/Pacific Islander and Hispanic women have a lower incidence of heart failure and black women have higher rates of heart failure compared with white women. The excess risk of incident heart failure in black women is explained largely by adjustment for lower household incomes and diabetes mellitus in black women, whereas the lower rates of heart failure in Asian/Pacific Islanders and Hispanics are largely unexplained by the risk factors measured in this study. CLINICAL TRIAL REGISTRATION: URL: http://www.clinicaltrials.gov. Unique identifier: NCT00000611.


Subject(s)
Heart Failure/ethnology , Hospitalization , Postmenopause/ethnology , Women's Health/ethnology , Aged , Ethnicity/ethnology , Female , Heart Failure/diagnosis , Hospitalization/trends , Humans , Incidence , Middle Aged , Racial Groups/ethnology , Risk Factors , United States/ethnology
4.
Am J Epidemiol ; 177(6): 576-85, 2013 Mar 15.
Article in English | MEDLINE | ID: mdl-23436896

ABSTRACT

We used a biomarker of activity-related energy expenditure (AREE) to assess measurement properties of self-reported physical activity and to determine the usefulness of AREE regression calibration equations in the Women's Health Initiative. Biomarker AREE, calculated as the total energy expenditure from doubly labeled water minus the resting energy expenditure from indirect calorimetry, was assessed in 450 Women's Health Initiative participants (2007-2009). Self-reported AREE was obtained from the Arizona Activity Frequency Questionnaire (AAFQ), the 7-Day Physical Activity Recall (PAR), and the Women's Health Initiative Personal Habits Questionnaire (PHQ). Eighty-eight participants repeated the protocol 6 months later. Reporting error, measured as log(self-report AREE) minus log(biomarker AREE), was regressed on participant characteristics for each instrument. Body mass index was associated with underreporting on the AAFQ and PHQ but overreporting on PAR. Blacks and Hispanics underreported physical activity levels on the AAFQ and PAR, respectively. Underreporting decreased with age for the PAR and PHQ. Regressing logbiomarker AREE on logself-reported AREE revealed that self-report alone explained minimal biomarker variance (R(2) = 7.6, 4.8, and 3.4 for AAFQ, PAR, and PHQ, respectively). R(2) increased to 25.2, 21.5, and 21.8, respectively, when participant characteristics were included. Six-month repeatability data adjusted for temporal biomarker variation, improving R(2) to 79.4, 67.8, and 68.7 for AAFQ, PAR, and PHQ, respectively. Calibration equations "recover" substantial variation in average AREE and valuably enhance AREE self-assessment.


Subject(s)
Energy Metabolism , Motor Activity , Self Report , Women's Health , Aged , Biomarkers/analysis , Body Mass Index , Calorimetry, Indirect , Female , Humans , Mental Recall , Postmenopause , Prospective Studies , Surveys and Questionnaires , United States
5.
Hum Mol Genet ; 20(11): 2273-84, 2011 Jun 01.
Article in English | MEDLINE | ID: mdl-21378095

ABSTRACT

The prevalence of hypertension in African Americans (AAs) is higher than in other US groups; yet, few have performed genome-wide association studies (GWASs) in AA. Among people of European descent, GWASs have identified genetic variants at 13 loci that are associated with blood pressure. It is unknown if these variants confer susceptibility in people of African ancestry. Here, we examined genome-wide and candidate gene associations with systolic blood pressure (SBP) and diastolic blood pressure (DBP) using the Candidate Gene Association Resource (CARe) consortium consisting of 8591 AAs. Genotypes included genome-wide single-nucleotide polymorphism (SNP) data utilizing the Affymetrix 6.0 array with imputation to 2.5 million HapMap SNPs and candidate gene SNP data utilizing a 50K cardiovascular gene-centric array (ITMAT-Broad-CARe [IBC] array). For Affymetrix data, the strongest signal for DBP was rs10474346 (P= 3.6 × 10(-8)) located near GPR98 and ARRDC3. For SBP, the strongest signal was rs2258119 in C21orf91 (P= 4.7 × 10(-8)). The top IBC association for SBP was rs2012318 (P= 6.4 × 10(-6)) near SLC25A42 and for DBP was rs2523586 (P= 1.3 × 10(-6)) near HLA-B. None of the top variants replicated in additional AA (n = 11 882) or European-American (n = 69 899) cohorts. We replicated previously reported European-American blood pressure SNPs in our AA samples (SH2B3, P= 0.009; TBX3-TBX5, P= 0.03; and CSK-ULK3, P= 0.0004). These genetic loci represent the best evidence of genetic influences on SBP and DBP in AAs to date. More broadly, this work supports that notion that blood pressure among AAs is a trait with genetic underpinnings but also with significant complexity.


Subject(s)
Black or African American/genetics , Genome-Wide Association Study , Hypertension/genetics , Polymorphism, Single Nucleotide , Adult , Aged , Blood Pressure , Cohort Studies , Diastole , Female , Genetic Loci , Genotype , Humans , Hypertension/epidemiology , Male , Middle Aged , Phenotype , Systole , White People/genetics
6.
Br J Nutr ; 110(1): 179-85, 2013 Jul 14.
Article in English | MEDLINE | ID: mdl-23199414

ABSTRACT

Although diet is thought to affect the natural history of heart failure (HF), nutrient intake in HF patients has not been well studied. Based on prior research linking high intake of Ca, Mg and K to improved cardiovascular health, we hypothesised that these nutrients would be inversely associated with mortality in people with HF. Of the 161 808 participants in the Women's Health Initiative (WHI), we studied 3340 who experienced a HF hospitalisation. These participants were followed for post-hospitalisation all-cause mortality. Intake was assessed using questionnaires on food and supplement intake. Hazard ratios (HR) and 95 % CI were calculated using Cox proportional hazards models adjusted for demographics, physical function, co-morbidities and dietary covariates. Over a median of 4·6 years of follow-up, 1433 (42·9 %) of the women died. HR across quartiles of dietary Ca intake were 1·00 (referent), 0·86 (95 % CI 0·73, 1·00), 0·88 (95 % CI 0·75, 1·04) and 0·92 (95 % CI 0·76, 1·11) (P for trend = 0·63). Corresponding HR were 1·00 (referent), 0·86 (95 % CI 0·71, 1·04), 0·88 (95 % CI 0·69, 1·11) and 0·84 (95 % CI 0·63, 1·12) (P for trend = 0·29), across quartiles of dietary Mg intake, and 1·00 (referent), 1·20 (95 % CI 1·01, 1·43), 1·06 (95 % CI 0·86, 1·32) and 1·16 (95 % CI 0·90, 1·51) (P for trend = 0·35), across quartiles of dietary K intake. Results were similar when total (dietary plus supplemental) nutrient intakes were examined. In summary, among WHI participants with incident HF hospitalisation, intakes of Ca, Mg and K were not significantly associated with subsequent mortality.


Subject(s)
Calcium, Dietary/pharmacology , Calcium/pharmacology , Energy Intake , Heart Failure/mortality , Magnesium/pharmacology , Potassium/pharmacology , Trace Elements/pharmacology , Aged , Calcium/administration & dosage , Calcium/therapeutic use , Calcium, Dietary/therapeutic use , Confidence Intervals , Diet , Dietary Supplements , Female , Hospitalization , Humans , Magnesium/administration & dosage , Magnesium/therapeutic use , Middle Aged , Potassium/administration & dosage , Potassium/therapeutic use , Proportional Hazards Models , Risk Factors , Trace Elements/administration & dosage , Trace Elements/therapeutic use
7.
J Epidemiol ; 23(6): 411-7, 2013.
Article in English | MEDLINE | ID: mdl-24064592

ABSTRACT

BACKGROUND: Physical activity (PA) is complex and a difficult behavior to assess as there is no ideal assessment tool(s) that can capture all contexts of PA. Therefore, it is important to understand how different assessment tools rank individuals. We examined the extent to which self-report and direct assessment PA tools yielded the same ranking of PA levels. METHODS: PA levels were measured by the Modifiable Activity Questionnaire (MAQ) and pedometer at baseline among 855 white (W), African-American (AA), Japanese-American (JA), and Korean (K) men (mean age 45.3 years) in 3 geographic locations in the ERA JUMP study. RESULTS: Korean men were more active than W, AA, and JA men, according to both the MAQ and pedometer (MAQ total PA [mean ± SD]: 41.6 ± 17.8, 20.9 ± 9.9, 20.0 ± 9.1, and 29.4 ± 10.3 metabolic equivalent [MET] hours/week, respectively; pedometer: 9584.4 ± 449.4, 8363.8 ± 368.6, 8930.3 ± 285.6, 8335.7 ± 368.6 steps/day, respectively). Higher levels of total PA in Korean men, as shown by MAQ, were due to higher occupational PA. Spearman correlations between PA levels reported on the MAQ and pedometer indicated positive associations ranging from rho = 0.29 to 0.42 for total activity, rho = 0.13 to 0.35 for leisure activity, and rho = 0.10 to 0.26 for occupational activity. CONCLUSIONS: The 2 assessment methods correlated and were complementary rather than interchangeable. The MAQ revealed why Korean men were more active. In some subpopulations it may be necessary to assess PA domains other than leisure and to use more than 1 assessment tool to obtain a more representative picture of PA levels.


Subject(s)
Asian People/statistics & numerical data , Asian/statistics & numerical data , Black or African American/statistics & numerical data , Monitoring, Ambulatory/instrumentation , Motor Activity , Self Report , White People/statistics & numerical data , Adult , Cohort Studies , Humans , Male , Middle Aged , Reproducibility of Results , Risk Assessment , Tomography, X-Ray Computed
8.
Nutr J ; 12: 63, 2013 May 16.
Article in English | MEDLINE | ID: mdl-23679960

ABSTRACT

BACKGROUND: The extent to which psychosocial and diet behavior factors affect dietary self-report remains unclear. We examine the contribution of these factors to measurement error of self-report. METHODS: In 450 postmenopausal women in the Women's Health Initiative Observational Study doubly labeled water and urinary nitrogen were used as biomarkers of objective measures of total energy expenditure and protein. Self-report was captured from food frequency questionnaire (FFQ), four day food record (4DFR) and 24 hr. dietary recall (24HR). Using regression calibration we estimated bias of self-reported dietary instruments including psychosocial factors from the Stunkard-Sorenson Body Silhouettes for body image perception, the Crowne-Marlowe Social Desirability Scale, and the Three Factor Eating Questionnaire (R-18) for cognitive restraint for eating, uncontrolled eating, and emotional eating. We included a diet behavior factor on number of meals eaten at home using the 4DFR. RESULTS: Three categories were defined for each of the six psychosocial and diet behavior variables (low, medium, high). Participants with high social desirability scores were more likely to under-report on the FFQ for energy (ß = -0.174, SE = 0.054, p < 0.05) and protein intake (ß = -0.142, SE = 0.062, p < 0.05) compared to participants with low social desirability scores. Participants consuming a high percentage of meals at home were less likely to under-report on the FFQ for energy (ß = 0.181, SE = 0.053, p < 0.05) and protein (ß = 0.127, SE = 0.06, p < 0.05) compared to participants consuming a low percentage of meals at home. In the calibration equations combining FFQ, 4DFR, 24HR with age, body mass index, race, and the psychosocial and diet behavior variables, the six psychosocial and diet variables explained 1.98%, 2.24%, and 2.15% of biomarker variation for energy, protein, and protein density respectively. The variations explained are significantly different between the calibration equations with or without the six psychosocial and diet variables for protein density (p = 0.02), but not for energy (p = 0.119) or protein intake (p = 0.077). CONCLUSIONS: The addition of psychosocial and diet behavior factors to calibration equations significantly increases the amount of total variance explained for protein density and their inclusion would be expected to strengthen the precision of calibration equations correcting self-report for measurement error. TRIAL REGISTRATION: ClinicalTrials.gov identifier: NCT00000611.


Subject(s)
Biomarkers/urine , Body Image/psychology , Feeding Behavior/psychology , Meals/psychology , Self Report , Social Desirability , Aged , Body Mass Index , Calibration , Diet/psychology , Diet Records , Dietary Proteins/administration & dosage , Energy Intake , Female , Humans , Linear Models , Mental Recall , Middle Aged , Nitrogen/urine , Nutrition Assessment , Observational Studies as Topic , Postmenopause , Prospective Studies , Women's Health
9.
Stroke ; 43(8): 2163-7, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22627988

ABSTRACT

BACKGROUND AND PURPOSE: Vitamin D deficiency has been reported to contribute to the risk of cardiovascular disease, especially stroke. We examined the relationship between dietary vitamin D intake and 34-year incident stroke. METHODS: The Honolulu Heart Program is a prospective population-based cohort study of 8006 Japanese-American men in Hawaii who were 45 to 68 years old at the baseline examination in 1965 to 1968. Dietary vitamin D intake was calculated using the Nutritionist IV Version 3 software from a 24-hour dietary recall. Subjects with prevalent stroke were excluded, leaving 7385 men followed through 1999 for incident stroke. Subjects were divided into quartiles of dietary vitamin D for analyses. RESULTS: During 34 years of follow-up, 960 subjects developed stroke. Age-adjusted rates of incident stroke were significantly higher in the lowest dietary vitamin D quartile compared with the highest (all stroke: 6.38 versus 5.14 per 1000 person-years follow-up, P=0.030; thromboembolic stroke: 4.36 versus 3.30, P=0.033). Using Cox regression, adjusting for age, total kilocalories, body mass index, hypertension, diabetes mellitus, pack-years smoking, physical activity index, serum cholesterol, and alcohol intake, those in the lowest quartile had a significantly increased risk of incident stroke (all stroke hazard ratio, 1.22; 95% CI, 1.01-1.47; P=0.038; thromboembolic stroke hazard ratio, 1.27; 95% CI, 1.01-1.59; P=0.044) with the highest as the reference. We found no significant associations between dietary vitamin D and hemorrhagic stroke. CONCLUSIONS: Low dietary vitamin D intake was an independent risk factor for 34-year incidence of all stroke and thromboembolic stroke in Japanese-American men. Additional research is needed on vitamin D supplementation to prevent stroke.


Subject(s)
Stroke/epidemiology , Vitamin D , Age Factors , Aged , Analysis of Variance , Asian/statistics & numerical data , Cerebral Hemorrhage/complications , Cerebral Hemorrhage/epidemiology , Cohort Studies , Diet , Diet Surveys , Hawaii/epidemiology , Humans , Longitudinal Studies , Male , Middle Aged , Prospective Studies , Regression Analysis , Risk Factors , Stroke/etiology , Thromboembolism/complications , Thromboembolism/epidemiology
10.
Stroke ; 43(4): 958-66, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22308251

ABSTRACT

BACKGROUND: Few studies simultaneously investigated lipids and lipoprotein biomarkers as predictors of ischemic stroke. The value of these biomarkers as independent predictors of ischemic stroke remains controversial. METHODS: We conducted a prospective nested case-control study among postmenopausal women from the Women's Health Initiative Observational Study to assess the relationship between fasting lipids (total cholesterol, low-density lipoprotein cholesterol [LDL-C], high-density lipoprotein cholesterol [HDL-C], and triglycerides), lipoproteins (LDL, HDL, and very low-density lipoprotein [VLDL] particle number and size, intermediate-density lipoprotein [IDL] particle number, and lipoprotein (a)), and risk of ischemic stroke. Among women free of stroke at baseline, 774 ischemic stroke patients were matched according to age and race to control subjects, using a 1:1 ratio. RESULTS: In bivariate analysis, baseline triglycerides (P<0.001), IDL particles (P<0.01), LDL particles (P<0.01), VLDL triglyceride (P<0.001), VLDL particles (P<0.01), VLDL size (P<0.001), LDL size (P=0.03), and total/HDL cholesterol ratio (P<0.01) were significantly higher among women with incident ischemic stroke, whereas levels of HDL-C (P<0.01) and HDL size (P<0.01) were lower. No significant baseline difference for total cholesterol (P=0.15), LDL-C (P=0.47), and lipoprotein (a) (P=0.11) was observed. In multivariable analysis, triglycerides (odds ratio for the highest versus lowest quartile, 1.56; 95% confidence interval, 1.13-2.17; P for trend=0.02), VLDL size (odds ratio, 1.59; 95% confidence interval, 1.10-2.28; P for trend=0.03), and IDL particle number (odds ratio, 1.46; 95% confidence interval, 1.04-2.04; P for trend=0.02) were significantly associated with ischemic stroke. CONCLUSIONS: Among a panel of lipid and lipoprotein biomarkers, baseline triglycerides, VLDL size, and IDL particle number were significantly associated with incident ischemic stroke in postmenopausal women.


Subject(s)
Brain Ischemia/blood , Cholesterol/blood , Lipoproteins/blood , Postmenopause/blood , Stroke/blood , Aged , Biomarkers/blood , Brain Ischemia/epidemiology , Case-Control Studies , Female , Humans , Incidence , Prospective Studies , Risk Factors , Stroke/epidemiology
11.
Am J Epidemiol ; 175(1): 22-32, 2012 Jan 01.
Article in English | MEDLINE | ID: mdl-22127681

ABSTRACT

In randomized trials, the effect of vitamin D supplementation on blood pressure has been equivocal, while most prospective cohort studies have shown that the risk of incident hypertension is lower in people with higher levels of 25-hydroxyvitamin D (25(OH)D). The authors examined the association between levels of 25(OH)D and changes in blood pressure and incident hypertension in 4,863 postmenopausal women recruited into the Women's Health Initiative between 1993 and 1998. Over 7 years, there were no significant differences in the adjusted mean change in systolic or diastolic blood pressure by quartile of 25(OH)D. The covariate-adjusted risk of incident hypertension was slightly lower in the upper 3 quartiles of 25(OH)D compared with the lowest quartile, but this was statistically significant only in the third quartile (hazard ratio = 0.67, 95% confidence interval: 0.46, 0.96). There was no significant linear or nonlinear trend in the risk of incident hypertension by untransformed or log-transformed continuous values of 25(OH)D. In postmenopausal women in this study, serum levels of 25(OH)D were not related to changes in blood pressure, and evidence for an association with lower risk of incident hypertension was weak.


Subject(s)
Blood Pressure , Hypertension/etiology , Postmenopause/physiology , Vitamin D/analogs & derivatives , Aged , Female , Humans , Hypertension/blood , Hypertension/physiopathology , Linear Models , Longitudinal Studies , Middle Aged , Postmenopause/blood , Proportional Hazards Models , Prospective Studies , Risk , Vitamin D/blood
12.
Cardiovasc Diabetol ; 11: 43, 2012 Apr 26.
Article in English | MEDLINE | ID: mdl-22537054

ABSTRACT

BACKGROUND: Metabolic abnormalities have a cumulative effect on development of diabetes, but only central obesity has been defined as the essential criterion of metabolic syndrome (MetS) by the International Diabetes Federation. We hypothesized that central obesity contributes to a higher risk of new-onset diabetes than other metabolic abnormalities in the hypertensive families. METHODS: Non-diabetic Chinese were enrolled and MetS components were assessed to establish baseline data in a hypertensive family-based cohort study. Based on medical records and glucose tolerance test (OGTT), the cumulative incidence of diabetes was analyzed in this five-year study by Cox regression models. Contribution of central obesity to development of new-onset diabetes was assessed in subjects with the same number of positive MetS components. RESULTS: Among the total of 595 subjects who completed the assessment, 125 (21.0%) developed diabetes. Incidence of diabetes increased in direct proportion to the number of positive MetS components (P ≪ 0.001). Although subjects with central obesity had a higher incidence of diabetes than those without (55.7 vs. 30.0 events/1000 person-years, P ≪ 0.001), the difference became non-significant after adjusting of the number of positive MetS components (hazard ratio = 0.72, 95%CI: 0.45-1.13). Furthermore, in all participants with three positive MetS components, there was no difference in the incidence of diabetes between subjects with and without central obesity (hazard ratio = 1.04, 95%CI: 0.50-2.16). CONCLUSION: In Chinese hypertensive families, the incidence of diabetes in subjects without central obesity was similar to that in subjects with central obesity when they also had the same number of positive MetS components. We suggest that central obesity is very important, but not the essential component of the metabolic syndrome for predicting of new-onset diabetes. ( TRIAL REGISTRATION: NCT00260910, ClinicalTrials.gov).


Subject(s)
Diabetes Mellitus/epidemiology , Hypertension/epidemiology , Insulin Resistance , Metabolic Syndrome/epidemiology , Obesity, Abdominal/epidemiology , Adult , Asian People/genetics , Diabetes Mellitus/ethnology , Diabetes Mellitus/genetics , Diabetes Mellitus/physiopathology , Female , Follow-Up Studies , Humans , Hypertension/ethnology , Hypertension/genetics , Hypertension/physiopathology , Incidence , Insulin Resistance/ethnology , Insulin Resistance/genetics , Male , Metabolic Syndrome/ethnology , Metabolic Syndrome/genetics , Metabolic Syndrome/physiopathology , Middle Aged , Obesity, Abdominal/ethnology , Obesity, Abdominal/genetics , Obesity, Abdominal/physiopathology , Pedigree , Prognosis , Proportional Hazards Models , Risk Assessment , Risk Factors , Taiwan/epidemiology , Time Factors
13.
Br J Nutr ; 107(4): 567-72, 2012 Feb.
Article in English | MEDLINE | ID: mdl-21846428

ABSTRACT

Epidemiological studies suggested that n-6 fatty acids, especially linoleic acid (LA), have beneficial effects on CHD, whereas some in vitro studies have suggested that n-6 fatty acids, specifically arachidonic acid (AA), may have harmful effects. We examined the association of serum n-6 fatty acids with plasminogen activator inhibitor-1 (PAI-1). A population-based cross-sectional study recruited 926 randomly selected men aged 40-49 years without CVD during 2002-2006 (310 Caucasian, 313 Japanese and 303 Japanese-American men). Plasma PAI-1 was analysed in free form, both active and latent. Serum fatty acids were measured with gas-capillary liquid chromatography. To examine the association between total n-6 fatty acids (including LA and AA) and PAI-1, multivariate regression models were used. After adjusting for confounders, total n-6 fatty acids, LA and AA, were inversely and significantly associated with PAI-1 levels. These associations were consistent across three populations. Among 915 middle-aged men, serum n-6 fatty acids had significant inverse associations with PAI-1.


Subject(s)
Coronary Disease/epidemiology , Fatty Acids, Omega-6/blood , Plasminogen Activator Inhibitor 1/blood , Adult , Arachidonic Acid/blood , Asian , Asian People , Body Mass Index , Cohort Studies , Coronary Disease/blood , Coronary Disease/ethnology , Cross-Sectional Studies , Fatty Acids, Omega-6/administration & dosage , Hawaii/epidemiology , Humans , Japan/epidemiology , Japan/ethnology , Linoleic Acid/blood , Male , Middle Aged , Models, Biological , Pennsylvania/epidemiology , Risk Factors , White People
14.
J Epidemiol ; 22(3): 188-98, 2012.
Article in English | MEDLINE | ID: mdl-22485011

ABSTRACT

Both American and European guidelines recommend coronary artery calcification (CAC) as a tool for screening asymptomatic individuals at intermediate risk for coronary heart disease (CHD). These recommendations are based on epidemiologic studies mostly in the United States. We review (1) the use of CAC in primary prevention of CHD in the United States, (2) epidemiologic studies of CAC in asymptomatic adults outside of the United States, and (3) international epidemiologic studies of CAC. This review will not consider clinical studies of CAC among patients or symptomatic individuals. US studies have shown that CAC is a strong independent predictor of CHD in both sexes among middle-aged and old age groups, various ethnic groups, and individuals with and without diabetes and that CAC plays an important role in reclassifying individuals from intermediate to high risk. Studies in Europe support these conclusions. The Electron-Beam Tomography, Risk Factor Assessment Among Japanese and US Men in the Post-World-War-II birth cohort (ERA JUMP) Study is the first international study to compare subclinical atherosclerosis, including CAC among Japanese, Japanese Americans, Koreans, and whites. It showed that as compared with whites, Japanese had lower levels of atherosclerosis, whereas Japanese Americans had similar or higher levels. CAC is being increasingly used as a screening tool for asymptomatic individuals in Europe and the United States. CAC is a powerful research tool, because it enables us to describe differences in atherosclerotic burden across populations. Such research could identify factors responsible for differences among populations, which may improve CHD prevention.


Subject(s)
Coronary Artery Disease/diagnostic imaging , Coronary Disease/prevention & control , Vascular Calcification/diagnostic imaging , Coronary Artery Disease/ethnology , Coronary Disease/diagnosis , Coronary Disease/epidemiology , Coronary Disease/ethnology , Epidemiologic Studies , Humans , Primary Prevention , Risk Assessment , Tomography, X-Ray Computed , United States , Vascular Calcification/ethnology
15.
Stroke ; 42(9): 2538-43, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21757663

ABSTRACT

BACKGROUND AND PURPOSE: Recent studies reported the differential effect of docosahexaenoic (DHA) and eicosapentaenoic acids (EPA). We examined the differential association of DHA and EPA with carotid intima-media thickness (IMT) in Japanese individuals in Japan and in U.S. white individuals and explored whether DHA or EPA contributes to the difference in IMT between the two groups. METHODS: A population-based cross-sectional study in 608 Japanese and U.S. white men aged 40 to 49 was conducted to assess IMT, serum DHA, EPA, and other cardiovascular risk factors. RESULTS: Japanese compared to U.S. whites had significantly lower IMT (mean±SD, 618±81 and 672±94 µm for Japanese and whites, respectively; P<0.001) and had >2-fold higher levels of DHA and EPA. DHA, but not EPA, had an inverse association with IMT in both Japanese and U.S. whites. The inverse association remained only in Japanese men after adjusting for risk and other factors. The significant difference in multivariable-adjusted IMT became nonsignificant after further adjusting for DHA (mean difference, 17 µm; 95% CI, -8 to 43; P=0.177) but not EPA. In this multivariable-adjusted model, DHA but not EPA was a significant predictor of IMT (P=-0.032 versus 0.863, respectively). CONCLUSIONS: These data suggest that DHA may have a more potent antiatherogenic effect than EPA, especially in levels observed in the Japanese, independent of risk factors.


Subject(s)
Carotid Arteries/pathology , Carotid Artery Diseases/blood , Carotid Artery Diseases/pathology , Docosahexaenoic Acids/blood , Eicosapentaenoic Acid/blood , Tunica Intima/pathology , Tunica Media/pathology , Adult , Asian People , Carotid Arteries/metabolism , Carotid Artery Diseases/epidemiology , Cohort Studies , Humans , Japan/epidemiology , Male , Middle Aged , Pennsylvania , Risk Factors , Tunica Intima/metabolism , Tunica Media/metabolism , White People
16.
Hum Mol Genet ; 18(11): 2091-8, 2009 Jun 01.
Article in English | MEDLINE | ID: mdl-19304782

ABSTRACT

Blood lipid levels, including low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C) and triglycerides (TG), are highly heritable traits and major risk factors for atherosclerotic cardiovascular disease (CVD). Using individual ancestry estimates at marker locations across the genome, we present a novel quantitative admixture mapping analysis of all three lipid traits in a large sample of African-Americans from the Family Blood Pressure Program. Regression analysis was performed with both total and marker-location-specific European ancestry as explanatory variables, along with demographic covariates. Robust permutation analysis was used to assess statistical significance. Overall European ancestry was significantly correlated with HDL-C (negatively) and TG (positively), but not with LDL-C. We found strong evidence for a novel locus underlying HDL-C on chromosome 8q, which correlated negatively with European ancestry (P = .0014); the same location also showed positive correlation of European ancestry with TG levels. A region on chromosome 14q also showed significant negative correlation between HDL-C levels and European ancestry. On chromosome 15q, a suggestive negative correlation of European ancestry with TG and positive correlation with HDL-C was observed. Results with LDL-C were less significant overall. We also found significant evidence for genome-wide ancestry effects underlying the joint distribution of HDL-C and TG, not fully explained by the locus on chromosome 8. Our results are consistent with a genetic contribution to and may explain the healthier HDL-C and TG profiles found in Blacks versus Whites. The identified regions provide locations for follow-up studies of genetic variants underlying lipid variation in African-Americans and possibly other populations.


Subject(s)
Black or African American/genetics , Cardiovascular Diseases/genetics , Cholesterol, HDL/blood , Cholesterol, LDL/blood , Quantitative Trait Loci , Triglycerides/blood , Adult , Aged , Cardiovascular Diseases/blood , Cardiovascular Diseases/ethnology , Chromosomes, Human/genetics , Female , Genome-Wide Association Study , Humans , Male , Middle Aged , White People/genetics
17.
J Gen Intern Med ; 26(5): 505-11, 2011 May.
Article in English | MEDLINE | ID: mdl-21174165

ABSTRACT

BACKGROUND: Patients who speak Spanish and/or have low socioeconomic status are at greater risk of suboptimal glycemic control. Inadequate intensification of anti-glycemic medications may partially explain this disparity. OBJECTIVE: To examine the associations between primary language, income, and medication intensification. DESIGN: Cohort study with 18-month follow-up. PARTICIPANTS: One thousand nine hundred and thirty-nine patients with Type 2 diabetes who were not using insulin enrolled in the Translating Research into Action for Diabetes Study (TRIAD), a study of diabetes care in managed care. MEASUREMENTS: Using administrative pharmacy data, we compared the odds of medication intensification for patients with baseline A1c ≥ 8%, by primary language and annual income. Covariates included age, sex, race/ethnicity, education, Charlson score, diabetes duration, baseline A1c, type of diabetes treatment, and health plan. RESULTS: Overall, 42.4% of patients were taking intensified regimens at the time of follow-up. We found no difference in the odds of intensification for English speakers versus Spanish speakers. However, compared to patients with incomes <$15,000, patients with incomes of $15,000-$39,999 (OR 1.43, 1.07-1.92), $40,000-$74,999 (OR 1.62, 1.16-2.26) or >$75,000 (OR 2.22, 1.53-3.24) had increased odds of intensification. This latter pattern did not differ statistically by race. CONCLUSIONS: Low-income patients were less likely to receive medication intensification compared to higher-income patients, but primary language (Spanish vs. English) was not associated with differences in intensification in a managed care setting. Future studies are needed to explain the reduced rate of intensification among low income patients in managed care.


Subject(s)
Diabetes Mellitus, Type 2/economics , Diabetes Mellitus, Type 2/ethnology , Hypoglycemic Agents/economics , Income , Language , Managed Care Programs/economics , Adult , Aged , Blood Glucose/drug effects , Blood Glucose/metabolism , Cohort Studies , Communication Barriers , Diabetes Mellitus, Type 2/drug therapy , Female , Follow-Up Studies , Glycemic Index/drug effects , Glycemic Index/physiology , Humans , Hypoglycemic Agents/pharmacology , Hypoglycemic Agents/therapeutic use , Male , Managed Care Programs/standards , Middle Aged , Prospective Studies , Socioeconomic Factors
18.
Proc Natl Acad Sci U S A ; 105(37): 13987-92, 2008 Sep 16.
Article in English | MEDLINE | ID: mdl-18765803

ABSTRACT

Human longevity is a complex phenotype with a significant familial component, yet little is known about its genetic antecedents. Increasing evidence from animal models suggests that the insulin/IGF-1 signaling (IIS) pathway is an important, evolutionarily conserved biological pathway that influences aging and longevity. However, to date human data have been scarce. Studies have been hampered by small sample sizes, lack of precise phenotyping, and population stratification, among other challenges. Therefore, to more precisely assess potential genetic contributions to human longevity from genes linked to IIS signaling, we chose a large, homogeneous, long-lived population of men well-characterized for aging phenotypes, and we performed a nested-case control study of 5 candidate longevity genes. Genetic variation within the FOXO3A gene was strongly associated with human longevity. The OR for homozygous minor vs. homozygous major alleles between the cases and controls was 2.75 (P = 0.00009; adjusted P = 0.00135). Long-lived men also presented several additional phenotypes linked to healthy aging, including lower prevalence of cancer and cardiovascular disease, better self-reported health, and high physical and cognitive function, despite significantly older ages than controls. Several of these aging phenotypes were associated with FOXO3A genotype. Long-lived men also exhibited several biological markers indicative of greater insulin sensitivity and this was associated with homozygosity for the FOXO3A GG genotype. Further exploration of the FOXO3A gene, human longevity and other aging phenotypes is warranted in other populations.


Subject(s)
Forkhead Transcription Factors/genetics , Longevity/genetics , Aged , Aged, 80 and over , Case-Control Studies , Forkhead Box Protein O3 , Genotype , Health , Humans , Male , Phenotype
19.
JAMA ; 305(13): 1305-14, 2011 Apr 06.
Article in English | MEDLINE | ID: mdl-21467283

ABSTRACT

CONTEXT: The Women's Health Initiative Estrogen-Alone Trial was stopped early after a mean of 7.1 years of follow-up because of an increased risk of stroke and little likelihood of altering the balance of risk to benefit by the planned trial termination date. Postintervention health outcomes have not been reported. OBJECTIVE: To examine health outcomes associated with randomization to treatment with conjugated equine estrogens (CEE) among women with prior hysterectomy after a mean of 10.7 years of follow-up through August 2009. DESIGN, SETTING, AND PARTICIPANTS: The intervention phase was a double-blind, placebo-controlled, randomized clinical trial of 0.625 mg/d of CEE compared with placebo in 10,739 US postmenopausal women aged 50 to 79 years with prior hysterectomy. Follow-up continued after the planned trial completion date among 7645 surviving participants (78%) who provided written consent. MAIN OUTCOME MEASURES: The primary outcomes were coronary heart disease (CHD) and invasive breast cancer. A global index of risks and benefits included these primary outcomes plus stroke, pulmonary embolism, colorectal cancer, hip fracture, and death. RESULTS: The postintervention risk (annualized rate) for CHD among women assigned to CEE was 0.64% compared with 0.67% in the placebo group (hazard ratio [HR], 0.97; 95% confidence interval [CI], 0.75-1.25), 0.26% vs 0.34%, respectively, for breast cancer (HR, 0.75; 95% CI, 0.51-1.09), and 1.47% vs 1.48%, respectively, for total mortality (HR, 1.00; 95% CI, 0.84-1.18). The risk of stroke was no longer elevated during the postintervention follow-up period and was 0.36% among women receiving CEE compared with 0.41% in the placebo group (HR, 0.89; 95% CI, 0.64-1.24), the risk of deep vein thrombosis was lower at 0.17% vs 0.27%, respectively (HR, 0.63; 95% CI, 0.41-0.98), and the risk of hip fracture did not differ significantly and was 0.36% vs 0.28%, respectively (HR, 1.27; 95% CI, 0.88-1.82). Over the entire follow-up, lower breast cancer incidence in the CEE group persisted and was 0.27% compared with 0.35% in the placebo group (HR, 0.77; 95% CI, 0.62-0.95). Health outcomes were more favorable for younger compared with older women for CHD (P = .05 for interaction), total myocardial infarction (P = .007 for interaction), colorectal cancer (P = .04 for interaction), total mortality (P = .04 for interaction), and global index of chronic diseases (P = .009 for interaction). CONCLUSIONS: Among postmenopausal women with prior hysterectomy followed up for 10.7 years, CEE use for a median of 5.9 years was not associated with an increased or decreased risk of CHD, deep vein thrombosis, stroke, hip fracture, colorectal cancer, or total mortality. A decreased risk of breast cancer persisted. TRIAL REGISTRATION: clinicaltrials.gov Identifier: NCT00000611.


Subject(s)
Breast Neoplasms/epidemiology , Coronary Disease/epidemiology , Estrogens, Conjugated (USP)/administration & dosage , Estrogens/administration & dosage , Hysterectomy , Postmenopause , Aged , Colorectal Neoplasms/epidemiology , Double-Blind Method , Estrogen Replacement Therapy , Estrogens/adverse effects , Estrogens, Conjugated (USP)/adverse effects , Female , Follow-Up Studies , Hip Fractures/epidemiology , Humans , Middle Aged , Outcome Assessment, Health Care , Risk , Stroke/epidemiology , Venous Thrombosis/epidemiology
20.
Acta Cardiol ; 65(4): 449-56, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20821938

ABSTRACT

OBJECTIVE: D-dimer and von Willebrand factor (vWF) are associated with atherosclerosis. We recently reported that in a post-World War II birth cohort, Japanese men in Japan had lower levels of atherosclerosis than white men in the United States (U.S.). We examined whether the differences in D-dimer and vWF levels are associated with differences in atherosclerosis between the two populations. METHODS AND RESULTS: Population-based samples of 99 Japanese and 100 white American men aged 40-49 years were examined for coronary artery calcification (CAC), carotid intima-media thickness (IMT), D-dimer, vWF, and other factors using a standardized protocol. When compared to white American men,Japanese had similar levels of D-dimer (0.22 +/- 0.28 vs. 0.19 +/- 0.24 microg/L, respectively, P = 0.39) but significantly higher levels of vWF (124.1 +/- 36.6 vs. 91.3 +/- 48.8%, respectively, P < 0.01). Japanese as compared to white American men had significantly lower prevalence of CAC (13.1 vs. 28.0%, P < 0.01, respectively) and significantly lower IMT (0.61 +/- 0.07 vs. 0.66 +/- 0.08 mm, P < 0.01, respectively). Japanese men had a significant positive association of D-dimer with the prevalence of CAC and a negative association of vWF with IMT, whereas white American men did not have any significant associations. CONCLUSIONS: In men aged 40-49 years, Japanese as compared to white Americans had similar levels of D-dimer and higher levels of vWF although Japanese had a significantly lower prevalence of CAC and IMT. These haemostatic factors are unlikely to explain the difference in atherosclerosis in these populations.


Subject(s)
Atherosclerosis/blood , Atherosclerosis/ethnology , Fibrin Fibrinogen Degradation Products/metabolism , von Willebrand Factor/metabolism , Adult , Anthropometry , Atherosclerosis/epidemiology , Atherosclerosis/pathology , Chi-Square Distribution , Cross-Sectional Studies , Humans , Japan/epidemiology , Linear Models , Male , Middle Aged , Prevalence , Risk Factors , Surveys and Questionnaires , Tunica Intima/pathology , United States/epidemiology
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