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1.
J Occup Environ Med ; 64(10): 881-888, 2022 10 01.
Article in English | MEDLINE | ID: mdl-35732043

ABSTRACT

OBJECTIVE: We asked whether the estimated 8-year risk of diabetes could be reduced within the first 2 years of a digital Diabetes Prevention Program (dDPP) in a workforce population. METHODS: Employees and spouses were eligible if they had prediabetes-range fasting glucose or hemoglobin A 1c and body mass index ≥25 kg/m 2 . Diabetes risk was assessed using the Framingham diabetes risk score in the year before and the 2 years after dDPP initiation. RESULTS: Among participants completing at least nine dDPP lessons ( n = 286), diabetes risk decreased 5.3% the year after dDPP initiation, after a 5.4% increase the year before initiation (difference in differences, -10.6%; 95% confidence interval, -13.4% to -7.9%; P < 0.001), with risk maintained at reduced levels after the second year of the program. CONCLUSION: This dDPP reduced the estimated 8-year risk of diabetes over the first 2 years of the program.


Subject(s)
Diabetes Mellitus, Type 2 , Prediabetic State , Blood Glucose , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/prevention & control , Glucose , Glycated Hemoglobin/analysis , Humans , Prediabetic State/epidemiology , Prediabetic State/prevention & control , Workforce
4.
J Occup Environ Med ; 64(6): 482-487, 2022 06 01.
Article in English | MEDLINE | ID: mdl-34967765

ABSTRACT

OBJECTIVE: Assess whether an employee outreach program improved management of chronic kidney disease (CKD). METHODS: Participants with suspected CKD (eGFR <60 mL/min/1.73m 2 ) identified in employee health assessments in 2017 and 2018 were contacted by phone and offered physician consultation. Subsequent nephrologist visits at 11 months of follow up were compared between those who were (outreach group) and were not (control group) successfully contacted. RESULTS: Most CKD risk factors at baseline were similar in outreach and control groups. At the end of the follow-up, outreach participants had more than 2-fold greater incidence of visiting a nephrologist compared with controls (HR = 2.3; 95% CI 1.2-4.2, P = 0.01), after adjusting for potential confounders. Conclusions: Employee outreach program increased utilization of nephrologist care.


Subject(s)
Renal Insufficiency, Chronic , Workplace , Glomerular Filtration Rate , Humans , Incidence , Referral and Consultation , Renal Insufficiency, Chronic/therapy , Risk Factors
5.
J Occup Environ Med ; 62(12): 1040-1045, 2020 12.
Article in English | MEDLINE | ID: mdl-33055524

ABSTRACT

OBJECTIVE: Evaluate the effect of a digital Diabetes Prevention Program (dDPP) on chronic disease risk factors in a workplace population. METHODS: dDPP participants were employees and spouses with BMI ≥ 24 kg/m and prediabetes or diabetes (n = 84). Annual change in risk factors before and after dDPP were assessed in the dDPP group and in a retrospectively identified matched control group drawn from those who participated in a dDPP after the conclusion of this study (n = 252). RESULTS: In the dDPP group, body weight, BMI, fasting glucose, triglycerides, total cholesterol and LDL-cholesterol decreased in the post-dDPP period compared with the pre-dDPP period (P < 0.05). In the control group, no difference between the annual change before and after dDPP was observed (P > 0.37). CONCLUSION: The dDPP was effective in reducing risk factors for chronic disease in a workplace setting.


Subject(s)
Diabetes Mellitus, Type 2 , Blood Glucose , Body Mass Index , Chronic Disease , Humans , Retrospective Studies , Risk Factors , Workforce
6.
Value Health ; 20(4): 547-555, 2017 Apr.
Article in English | MEDLINE | ID: mdl-28407996

ABSTRACT

BACKGROUND: The National Comprehensive Cancer Network recommends that women who carry gene variants that confer substantial risk for breast cancer consider risk-reduction strategies, that is, enhanced surveillance (breast magnetic resonance imaging and mammography) or prophylactic surgery. Pathogenic variants can be detected in women with a family history of breast or ovarian cancer syndromes by multigene panel testing. OBJECTIVES: To investigate whether using a seven-gene test to identify women who should consider risk-reduction strategies could cost-effectively increase life expectancy. METHODS: We estimated effectiveness and lifetime costs from a payer perspective for two strategies in two hypothetical cohorts of women (40-year-old and 50-year-old cohorts) who meet the National Comprehensive Cancer Network-defined family history criteria for multigene testing. The two strategies were the usual test strategy for variants in BRCA1 and BRCA2 and the seven-gene test strategy for variants in BRCA1, BRCA2, TP53, PTEN, CDH1, STK11, and PALB2. Women found to have a pathogenic variant were assumed to undergo either prophylactic surgery or enhanced surveillance. RESULTS: The incremental cost-effectiveness ratio for the seven-gene test strategy compared with the BRCA1/2 test strategy was $42,067 per life-year gained or $69,920 per quality-adjusted life-year gained for the 50-year-old cohort and $23,734 per life-year gained or $48,328 per quality-adjusted life-year gained for the 40-year-old cohort. In probabilistic sensitivity analysis, the seven-gene test strategy cost less than $100,000 per life-year gained in 95.7% of the trials for the 50-year-old cohort. CONCLUSIONS: Testing seven breast cancer-associated genes, followed by risk-reduction management, could cost-effectively improve life expectancy for women at risk of hereditary breast cancer.


Subject(s)
Biomarkers, Tumor/genetics , Breast Neoplasms/genetics , Early Detection of Cancer/economics , Gene Expression Profiling/economics , Genetic Testing/economics , Health Care Costs , Life Expectancy , Quality-Adjusted Life Years , Adult , Age Factors , Aged , Aged, 80 and over , Breast Neoplasms/economics , Breast Neoplasms/therapy , Cost-Benefit Analysis , Decision Support Techniques , Early Detection of Cancer/methods , Female , Genetic Predisposition to Disease , Heredity , Humans , Magnetic Resonance Imaging/economics , Mammography/economics , Mastectomy/economics , Middle Aged , Models, Economic , Patient Selection , Phenotype , Predictive Value of Tests , Prognosis , Risk Assessment , Risk Factors , Watchful Waiting/economics
7.
BMC Cardiovasc Disord ; 16(1): 251, 2016 12 07.
Article in English | MEDLINE | ID: mdl-27927162

ABSTRACT

BACKGROUND: The 2013 ACC/AHA guideline recommended either no statin therapy or moderate-intensity statin therapy (MST) for intermediate risk patients-those with 5-7.5% 10-year risk and without cardiovascular disease (CVD), hypercholesterolemia or diabetes. The guideline further suggested that the therapy choice be based on patient-clinician discussions of risks and benefits. Since low-density lipoprotein particle (LDL-P) levels were reported to be associated with CVD independently of traditional risk factors in intermediate and low risk patients, we investigated the cost-effectiveness of using LDL-P levels to identify intermediate risk patients likely to benefit from initiating or intensifying statin therapy. METHODS: We evaluated 5 care strategies for intermediate risk patients. These included the strategies suggested by the guideline: no-statin therapy and MST. We compared each of these strategies to a related strategy that incorporated LDL-P testing. No-statin therapy was compared with the strategy of MST for those with high LDL-P levels and no statin therapy for all other patients (test-and-MST). MST was compared with the strategy of high-intensity statin therapy (HST) for those with high LDL-P levels and MST for all other patients (test-and-HST). We also evaluated the strategy of HST for all. Costs (payer perspective) and utilities were assessed over a 5-year time horizon in a Markov model of 100,000 hypothetical intermediate risk patients. RESULTS: HST dominated all other strategies, costing less and-despite causing 739 more cases of diabetes than did MST-resulting in more quality adjusted life-years (QALYs). For patient-clinician discussions that would otherwise lead to the MST strategy, we found the test-and-HST strategy reduced costs by $4.67 MM and resulted in 134 fewer CVD events and 115 additional QALYs. For patient-clinician discussions that would otherwise lead to no statin therapy, we found that the test-and-MST strategy reduced costs by $3.25 MM, resulted in 97 fewer CVD events and 44 additional QALYs. CONCLUSIONS: The HST strategy was cost saving and improved outcomes in intermediate risk patients. For patient and clinicians concerned about the adverse events associated with HST, using LDL-P levels to target intensified statin therapy could improve outcomes and reduce costs.


Subject(s)
Cholesterol, LDL/blood , Decision Making , Forecasting , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Hypercholesterolemia/economics , Adult , Aged , Cost-Benefit Analysis , Female , Humans , Hypercholesterolemia/blood , Hypercholesterolemia/drug therapy , Male , Middle Aged , Quality-Adjusted Life Years , Risk Factors
8.
BMC Cardiovasc Disord ; 15: 104, 2015 Sep 29.
Article in English | MEDLINE | ID: mdl-26419225

ABSTRACT

BACKGROUND: Atrial fibrillation (AF) increases risk of stroke, and although this stroke risk can be ameliorated by warfarin therapy, some patients decline to adhere to warfarin therapy. A prospective clinical study could be conducted to determine whether knowledge of genetic risk for AF could increase adherence to warfarin therapy for patients who initially declined therapy. As a prelude to a potential prospective clinical study, we investigated whether the use of genetic information to increase adherence could be cost effective. METHODS: Markov model assessed costs and utilities of two care strategies for AF patients who declined warfarin therapy. In the usual care strategy patients received aspirin. In the test strategy genetic risk for AF was assessed (genotype of the 4q25 locus) and some patients with a positive genetic test (≥1 risk allele) were assumed to adhere to warfarin therapy. The remaining patients received aspirin. The incremental cost-effectiveness ratio (ICER) was the ratio of the costs differential and the quality adjusted life-years (QALYs) differential for the two strategies. RESULTS: We found that the 4q25 genetic testing strategy, compared with the usual care strategy (aspirin therapy), would be cost-effective (ICER $ 47,148) if 2.1 % or more of the test positive patients were to adhere to warfarin therapy. The test strategy would become a cost saving strategy if 5.3 % or more of the test positive patients were to adhere to warfarin therapy. If 20 % of test positive patients were to adhere to warfarin therapy in a hypothetical cohort of 1000 patients, 7 stroke events would be prevented and 3 extra-cranial major bleeding events would be caused over 5 years, resulting in a cost savings of ~ $250,000 and a net gain of 9 QALYs. DISCUSSION: A clinical study to assess the impact of patient knowledge of genetic risk of AF on adherence to warfarin therapy would be merited because even a modest increase in patient adherence would make a genetic testing strategy cost-effective. CONCLUSION: Providing patients who declined warfarin therapy with information about their genetic risk of AF would be cost effective if this genetic risk information resulted in modest increases in adherence.


Subject(s)
Anticoagulants/therapeutic use , Atrial Fibrillation/drug therapy , Atrial Fibrillation/genetics , Genetic Predisposition to Disease , Medication Adherence , Warfarin/therapeutic use , Aspirin/therapeutic use , Cost-Benefit Analysis , Humans , Markov Chains , Platelet Aggregation Inhibitors/therapeutic use , Quality-Adjusted Life Years
9.
Circ Cardiovasc Genet ; 7(6): 806-13, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25210051

ABSTRACT

BACKGROUND: The prediction of recurrent venous thrombosis using individual genetic risk predictors has proven to be challenging. The aim of this study was to assess whether multiple genetic single nucleotide polymorphism (SNP) analysis would predict recurrent venous thrombosis. METHODS AND RESULTS: Patients with a first venous thrombosis were followed for a recurrent venous thrombosis up to 2009 (MEGA follow-up study), which occurred in 608 out of 4100 patients (2.7%/year). Thirty-one common thrombosis-associated single nucleotide polymorphisms (SNPs) were associated with the risk of recurrence. A genetic risk score (GRS) for each individual was calculated by summing the number of risk-increasing alleles for each of the 31 SNPs and for a simplified model consisting of 5 SNPs: rs6025, rs1799963, rs8176719, rs2066865, and rs2036914. The risk of recurrence associated with the GRS was calculated continuously and after stratification in a low and high score. All individual SNPs were at most mildly associated with recurrence risk. Regarding the 31-SNP GRS, recurrence risk was highest in patients with ≥31 and lowest in patients with <21 risk alleles. The discriminative power of the 5-SNP GRS was similar to that of the 31-SNP GRS. The 6-year cumulative incidence of recurrence was high for individuals with ≥5 (20.3%; 95% confidence interval, 16.5-24.1) and low for individuals with ≤1 (9.4%; 95% confidence interval, 6.7-12.1) risk alleles. Predictive power improved after stratification into provoked and unprovoked first events and sex. CONCLUSIONS: Multiple genetic SNP analysis is useful in the prediction of recurrent thrombosis, even more so when combining this model with clinical risk factors.


Subject(s)
Genetic Variation , Venous Thrombosis/genetics , Adolescent , Adult , Aged , Alleles , Case-Control Studies , Female , Follow-Up Studies , Genetic Predisposition to Disease , Genotype , Humans , Incidence , Male , Middle Aged , Polymorphism, Single Nucleotide , Proportional Hazards Models , Recurrence , Risk Factors , Venous Thrombosis/epidemiology , Venous Thrombosis/pathology , Young Adult
10.
Acta Obstet Gynecol Scand ; 91(9): 1053-60, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22676277

ABSTRACT

OBJECTIVE: Preeclampsia has been linked to subsequent vascular disease with many shared predisposing factors. We investigated the association between severe preeclampsia, and its subtypes, and specific vascular-related polymorphisms. DESIGN: The study was a retrospective nested case-cohort design. SETTING: Pregnant Danish women participating in the Danish National Birth Cohort. Population. 263 cases of severe preeclampsia and 1851 random controls were selected from the Danish National Birth Cohort. METHODS: We validated all cases of severe preeclampsia and genotyped for 108 single nucleotide polymorphisms (SNPs) that were selected based on previous publications on the association with vascular disease. Logistic models were used for statistical analyses. MAIN OUTCOME MEASURES: Maternal polymorphisms in genomic models. RESULTS: We found 17 of 108 SNPs associated with severe preeclampsia (p < 0.05). Women homozygous for the rs1799983 in NOS3 were 1.6-fold [95% confidence interval (CI) 1.0-2.4] more likely to develop severe preeclampsia. Women homozygous for the rs1010 SNP in VAMP8 were twofold (95%CI 1.1-3.5) more likely to deliver preterm when preeclampsia was present. Women homozygous for the rs10811661 SNP were 2.1-fold (95%CI 1.1-3.9) more likely to develop severe preeclampsia and 3.7-fold (95%CI 1.1-12.4) more likely to deliver a small-for-gestational age child when preeclampsia was present. All associations are available as Supporting Information. CONCLUSION: We found several vascular-associated SNPs linked to severe preeclampsia; however, most of these associations are probably by pure chance, which warrants replication and further translational research. To date, no specific SNP has yet proven valuable in a clinical setting in predicting preeclampsia.


Subject(s)
Polymorphism, Single Nucleotide , Pre-Eclampsia/epidemiology , Pre-Eclampsia/genetics , Adult , Age Distribution , Birth Weight , Body Mass Index , Case-Control Studies , Cohort Studies , Denmark/epidemiology , Female , Genotype , Humans , Infant, Newborn , Infant, Small for Gestational Age , Odds Ratio , Parity , Pregnancy , Pregnancy Outcome , Retrospective Studies , Socioeconomic Factors
11.
Blood ; 120(3): 656-63, 2012 Jul 19.
Article in English | MEDLINE | ID: mdl-22586183

ABSTRACT

There are no risk models available yet that accurately predict a person's risk for developing venous thrombosis. Our aim was therefore to explore whether inclusion of established thrombosis-associated single nucleotide polymorphisms (SNPs) in a venous thrombosis risk model improves the risk prediction. We calculated genetic risk scores by counting risk-increasing alleles from 31 venous thrombosis-associated SNPs for subjects of a large case-control study, including 2712 patients and 4634 controls (Multiple Environmental and Genetic Assessment). Genetic risk scores based on all 31 SNPs or on the 5 most strongly associated SNPs performed similarly (areas under receiver-operating characteristic curves [AUCs] of 0.70 and 0.69, respectively). For the 5-SNP risk score, the odds ratios for venous thrombosis ranged from 0.37 (95% confidence interval [CI], 0.25-0.53) for persons with 0 risk alleles to 7.48 (95% CI, 4.49-12.46) for persons with more than or equal to 6 risk alleles. The AUC of a risk model based on known nongenetic risk factors was 0.77 (95% CI, 0.76-0.78). Combining the nongenetic and genetic risk models improved the AUC to 0.82 (95% CI, 0.81-0.83), indicating good diagnostic accuracy. To become clinically useful, subgroups of high-risk persons must be identified in whom genetic profiling will also be cost-effective.


Subject(s)
Genetic Predisposition to Disease/epidemiology , Genetic Testing/methods , Polymorphism, Single Nucleotide/genetics , Venous Thrombosis/diagnosis , Venous Thrombosis/genetics , Cost-Benefit Analysis , Female , Genetic Predisposition to Disease/genetics , Genetic Testing/economics , Genetic Testing/standards , Humans , Male , Models, Genetic , Models, Statistical , Predictive Value of Tests , ROC Curve , Reproducibility of Results , Risk Factors
12.
PLoS One ; 5(9)2010 Sep 29.
Article in English | MEDLINE | ID: mdl-20927332

ABSTRACT

BACKGROUND AND METHODOLOGY: The 719Arg allele of KIF6 (rs20455) was associated with coronary events in Caucasian participants of five prospective studies. We investigated whether this KIF6 variant was associated with non-fatal myocardial infarction (MI) in a case-control study of an admixed population from the Central Valley of Costa Rica. Genotypes of the KIF6 variant were determined for 4,134 men and women. Cases (1,987) had survived a first MI; controls (2,147) had no history of MI and were matched to cases by age, sex, and area of residence. We tested the association between the KIF6 719Arg allele and non-fatal MI by conditional logistic regression and adjusted for admixture of founder populations. PRINCIPAL FINDINGS: Compared with the reference Trp/Trp homozygotes, KIF6 719Arg carriers were not at significantly higher risk for non-fatal MI in this study after adjustment for traditional risk factors or admixture (OR= 1.12; 95%CI, 0.98-1.28). Heterozygotes of the KIF6 Trp719Arg variant were at increased risk of non-fatal MI: the adjusted odds ratio was 1.16 (95% confidence interval, 1.01-1.34), but this association would not be significant after a multiple testing correction. CONCLUSIONS/SIGNIFICANCE: We found that carriers of the KIF6 719Arg allele were not at increased risk of non-fatal MI in a case-control study of Costa Ricans living in the Central Valley of Costa Rica.


Subject(s)
Kinesins/genetics , Mutation, Missense , Myocardial Infarction/genetics , Adult , Aged , Case-Control Studies , Costa Rica/epidemiology , Female , Genotype , Heterozygote , Humans , Male , Middle Aged , Myocardial Infarction/epidemiology , Risk Factors
13.
Hum Genet ; 127(6): 629-38, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20213474

ABSTRACT

Genetic ancestry and environmental factors may contribute to the ethnic differences in risk of coronary heart disease (CHD), metabolic syndrome (MS) or its individual components. The population of the Central Valley of Costa Rica offers a unique opportunity to assess the role of genetic ancestry in these chronic diseases because it derived from the admixture of a relatively small number of founders of Southern European, Amerindian, and West African origin. We aimed to determine whether genetic ancestry is associated with risk of myocardial infarction (MI), MS and its individual components in the Central Valley of Costa Rica. We genotyped 39 ancestral informative markers in cases (n = 1,998) with a first non-fatal acute MI and population-based controls (n = 1,998) matched for age, sex, and area of residence, to estimate individual ancestry proportions. Odds ratios (ORs) and 95% confidence intervals (95% CI) were estimated using conditional (MI) and unconditional (MS and its components) logistic regression adjusting for relevant confounders. Mean individual ancestry proportions in cases and controls were 57.5 versus 57.8% for the Southern European, 38.4 versus 38.3% for the Amerindian and 4.1 versus 3.8% for the West African ancestry. Compared with Southern European ancestry, each 10% increase in West African ancestry was associated with a 29% increase in MI, OR (95% CI) = 1.29 (1.07, 1.56), and with a 30% increase on the risk of hypertension, OR (95% CI) = 1.30 (1.00, 1.70). Each 10% increase in Amerindian ancestry was associated with a 14% increase on the risk of MS, OR (95% CI) = 1.14 (1.00, 1.30), and 20% increase on the risk of impaired fasting glucose, OR (95% CI) = 1.20 (1.01, 1.42). These results show that the high variability of admixture proportions in the Central Valley population offers a unique opportunity to uncover the genetic basis of ethnic differences on the risk of disease.


Subject(s)
Black People/genetics , Indians, North American/genetics , Metabolic Syndrome/genetics , Myocardial Infarction/genetics , Population Groups/genetics , Confidence Intervals , Costa Rica , Genotype , Humans , Hypertension/genetics , Logistic Models , Odds Ratio , Risk , Risk Factors
15.
Haematologica ; 94(5): 693-9, 2009 May.
Article in English | MEDLINE | ID: mdl-19286883

ABSTRACT

BACKGROUND: We recently reported the association between the Malmö sequence variant in F9 (rs6048) and deep vein thrombosis. DESIGN AND METHODS: We aimed to study whether the association between F9 Malmö and deep vein thrombosis is explained by linkage disequilibrium with nearby single-nucleotide polymorphisms, and whether the association is explained biologically by F9 Malmö affecting factor IX antigen levels or activation of factor IX. We investigated the association of F9 Malmö and 28 nearby single-nucleotide polymorphisms with deep vein thrombosis in men from two case-control studies, LETS (n=380) and MEGA (n=1,469). We assessed the association of F9 Malmö with factor IX antigen level in male control subjects from LETS (n=191) and two subsets of MEGA (n=823 and n=484) and the association with endogenous thrombin potential in LETS control men. We studied the association between F9 Malmö and factor IX activation peptide in 1,199 healthy middle-aged men from the NPHS-II cohort. RESULTS: In the combined LETS and MEGA studies, the odds ratio (95% confidence interval) for the G allele of F9 Malmö, compared with the A allele, was 0.80 (0.69-0.93). One single-nucleotide polymorphism in F9, rs422187, was strongly linked to F9 Malmö (r(2)=0.94) and was similarly associated with deep vein thrombosis. No other single-nucleotide polymorphism or haplotype tested was more strongly associated. Factor IX antigen level, factor IX activation peptide levels and endogenous thrombin potential did not differ between F9 Malmö genotypes. CONCLUSIONS: The F9 Malmö sequence variant was the most strongly associated with deep vein thrombosis among common single-nucleotide polymorphisms in the region. However, the biological mechanism by which F9 Malmö affects risk remains unknown.


Subject(s)
Factor IX/genetics , Polymorphism, Single Nucleotide , Venous Thrombosis/genetics , Adolescent , Adult , Aged , Case-Control Studies , Chromosomes, Human, X/genetics , Factor IX/metabolism , Female , Gene Frequency , Genetic Predisposition to Disease , Genotype , Haplotypes , Humans , Linkage Disequilibrium , Male , Middle Aged , Odds Ratio , Risk Factors , Venous Thrombosis/blood , Young Adult
16.
Stroke ; 40(2): 363-8, 2009 Feb.
Article in English | MEDLINE | ID: mdl-19023099

ABSTRACT

BACKGROUND AND PURPOSE: The purpose of this study was to determine whether 74 single nucleotide polymorphisms (SNPs), which had been associated with coronary heart disease, are associated with incident ischemic stroke. METHODS: Based on antecedent studies of coronary heart disease, we prespecified the risk allele for each of the 74 SNPs. We used Cox proportional hazards models that adjusted for traditional risk factors to estimate the associations of these SNPs with incident ischemic stroke during 14 years of follow-up in a population-based study of older adults: the Cardiovascular Health Study (CHS). RESULTS: In white CHS participants, the prespecified risk alleles of 7 of the 74 SNPs (in HPS1, ITGAE, ABCG2, MYH15, FSTL4, CALM1, and BAT2) were nominally associated with increased risk of stroke (one-sided P<0.05, false discovery rate=0.42). In black participants, the prespecified risk alleles of 5 SNPs (in KRT4, LY6G5B, EDG1, DMXL2, and ABCG2) were nominally associated with stroke (one-sided P<0.05, false discovery rate=0.55). The Val12Met SNP in ABCG2 was associated with stroke in both white (hazard ratio, 1.46; 90% CI, 1.05 to 2.03) and black (hazard ratio, 3.59; 90% CI, 1.11 to 11.6) participants of CHS. Kaplan-Meier estimates of the 10-year cumulative incidence of stroke were greater among Val allele homozygotes than among Met allele carriers in both white (10% versus 6%) and black (12% versus 3%) participants of CHS. CONCLUSIONS: The Val12Met SNP in ABCG2 (encoding a transporter of sterols and xenobiotics) was associated with incident ischemic stroke in white and black participants of CHS.


Subject(s)
Brain Ischemia/complications , Brain Ischemia/genetics , Stroke/etiology , Stroke/genetics , Aged , Alleles , Black People , Brain Ischemia/epidemiology , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/genetics , Coronary Disease/genetics , Ethnicity , Female , Gene Frequency , Genetic Variation , Humans , Kaplan-Meier Estimate , Male , Polymorphism, Single Nucleotide , Prospective Studies , Risk Factors , Stroke/epidemiology , United States/epidemiology , White People
17.
Am J Hypertens ; 22(2): 163-8, 2009 Feb.
Article in English | MEDLINE | ID: mdl-19057520

ABSTRACT

BACKGROUND: Hypertension is a risk factor for coronary heart disease (CHD), but the causes of hypertension remain largely unknown. Genetic variation is thought to contribute to the etiology of hypertension. We tested a single-nucleotide polymorphism (SNP) (Lys67Arg, rs197922) in the Golgi SNAP Receptor Complex Member 2 (GOSR2) gene for association with hypertension and blood pressure (BP). We chose this SNP because it was nominally associated with CHD in earlier studies. Further, GOSR2 is located in a linkage region for hypertension and BP in human and animal studies. METHODS: We used logistic and linear regression to test associations of the GOSR2 SNP with hypertension and BP among 3,528 blacks and 9,861 whites from the Atherosclerosis Risk in Communities (ARIC) study. Race-specific regression models of hypertension were adjusted for age and gender. Regression models of BP were further adjusted for antihypertensive medication use. RESULTS: The GOSR2 Lys67 allele was associated with hypertension in whites (odds ratio (OR) = 1.09, P = 0.01) but not blacks (OR = 0.96, P = 0.47). The Lys67 allele was associated with increased systolic BP (SBP) in both races (0.87 mm Hg, P < 0.001 among whites and 1.05 mm Hg, P = 0.05 among blacks). A similar association in whites was observed for the GOSR2 SNP and SBP in the Women's Genome Health Study (WGHS) (OR = 1.03, P = 0.04). The OR remained unchanged after adjustment for antihypertensive medication use (OR = 1.03, P = 0.11), though it was no longer statistically significant. CONCLUSIONS: We found evidence that a SNP in GOSR2 is modestly associated with hypertension in whites from the ARIC study and the WGHS.


Subject(s)
Hypertension/genetics , Polymorphism, Single Nucleotide , Qb-SNARE Proteins/genetics , White People/genetics , Black People/genetics , Humans , Longitudinal Studies , Odds Ratio
18.
PLoS One ; 3(8): e2895, 2008 Aug 06.
Article in English | MEDLINE | ID: mdl-18682748

ABSTRACT

Myocardial infarction (MI) is a common complex disease with a genetic component. While several single nucleotide polymorphisms (SNPs) have been reported to be associated with risk of MI, they do not fully explain the observed genetic component of MI. We have been investigating the association between MI and SNPs that are located in genes and have the potential to affect gene function or expression. We have previously published studies that tested about 12,000 SNPs for association with risk of MI, early-onset MI, or coronary stenosis. In the current study we tested 17,576 SNPs that could affect gene function or expression. In order to use genotyping resources efficiently, we staged the testing of these SNPs in three case-control studies of MI. In the first study (762 cases, 857 controls) we tested 17,576 SNPs and found 1,949 SNPs that were associated with MI (P<0.05). We tested these 1,949 SNPs in a second study (579 cases and 1159 controls) and found that 24 SNPs were associated with MI (1-sided P<0.05) and had the same risk alleles in the first and second study. Finally, we tested these 24 SNPs in a third study (475 cases and 619 controls) and found that 5 SNPs in 4 genes (ENO1, FXN (2 SNPs), HLA-DPB2, and LPA) were associated with MI in the third study (1-sided P<0.05), and had the same risk alleles in all three studies. The false discovery rate for this group of 5 SNPs was 0.23. Thus, we have identified 5 SNPs that merit further examination for their potential association with MI. One of these SNPs (in LPA), has been previously shown to be associated with risk of cardiovascular disease in other studies.


Subject(s)
Gene Frequency , Myocardial Infarction/genetics , Polymorphism, Single Nucleotide , Adult , Aged , Aged, 80 and over , Amino Acid Substitution , Apolipoproteins A/genetics , Case-Control Studies , Female , Genotype , Humans , Iron-Binding Proteins/genetics , Male , Middle Aged , Myocardial Infarction/epidemiology , Polymorphism, Genetic , Risk Factors , Frataxin
19.
JAMA ; 299(11): 1306-14, 2008 Mar 19.
Article in English | MEDLINE | ID: mdl-18349091

ABSTRACT

CONTEXT: The genetic causes of deep vein thrombosis (DVT) are not fully understood. OBJECTIVE: To identify single-nucleotide polymorphisms (SNPs) associated with DVT. DESIGN, SETTING, AND PATIENTS: We used 3 case-control studies of first DVT. A total of 19 682 gene-centric SNPs were genotyped in 443 cases and 453 controls from the Leiden Thrombophilia Study (LETS, 1988-1992). Twelve hundred six SNPs associated with DVT were reinvestigated in the Multiple Environmental and Genetic Assessment of Risk Factors for Venous Thrombosis study (MEGA-1, 1999-2004) in a subset of 1398 cases and 1757 controls. Nine SNPs associated with DVT in both LETS and MEGA-1 were investigated a third time in 1314 cases and 2877 controls from MEGA-2, a second subset of MEGA. Additional SNPs close to one SNP in CYP4V2 were genotyped in LETS and MEGA-1. MAIN OUTCOME MEASURE: Odds ratios (ORs) for DVT were estimated by logistic regression. False discovery rates served to investigate the effect of multiple hypothesis testing. RESULTS: Of 9 SNPs genotyped in MEGA-2, 3 were strongly associated with DVT (P < .05; false discovery rate < or =.10): rs13146272 in CYP4V2 (risk allele frequency, 0.64), rs2227589 in SERPINC1 (risk allele frequency, 0.10), and rs1613662 in GP6 (risk allele frequency, 0.84). The OR for DVT per risk allele was 1.24 (95% confidence interval [95%CI], 1.11-1.37) for rs13146272, 1.29 (95% CI, 1.10-1.49) for rs2227589, and 1.15 (95% CI, 1.01-1.30) for rs1613662. In the region of CYP4V2, we identified 4 additional SNPs (in CYP4V2, KLKB1, and F11) that were also associated with both DVT (highest OR per risk allele, 1.39; 95% CI, 1.11-1.74) and coagulation factor XI level (highest increase per risk allele, 8%; 95% CI, 5%-11%). CONCLUSIONS: We identified SNPs in several genes that were associated with DVT. We also found SNPs in the region around the SNP in CYP4V2 (rs13146272) that were associated with both DVT and factor XI levels. These results show that common genetic variation plays an important role in determining thrombotic risk.


Subject(s)
Cytochrome P-450 Enzyme System/genetics , Polymorphism, Single Nucleotide , Venous Thrombosis/genetics , Adult , Cytochrome P450 Family 4 , Factor XI/metabolism , Female , Humans , Logistic Models , Male , Middle Aged , Risk Factors , Venous Thrombosis/blood , Venous Thrombosis/epidemiology
20.
J Am Coll Cardiol ; 51(4): 435-43, 2008 Jan 29.
Article in English | MEDLINE | ID: mdl-18222353

ABSTRACT

OBJECTIVES: We asked whether 35 genetic polymorphisms, previously found to be associated with cardiovascular disease, were associated with myocardial infarction (MI) in the CARE (Cholesterol and Recurrent Events) trial and with coronary heart disease (CHD) in the WOSCOPS (West of Scotland Coronary Prevention Study) trial and whether the risk associated with these polymorphisms could be reduced by pravastatin treatment. BACKGROUND: Identification of genetic polymorphisms associated with CHD may improve assessment of CHD risk and understanding of disease pathophysiology. METHODS: We tested the association between genotype and recurrent MI in the CARE study and between genotype and primary CHD in the WOSCOPS trial using regression models that adjusted for conventional risk factors: Cox proportional hazards models for the CARE study and conditional logistic regression models for a nested case-control study of the WOSCOPS trial. RESULTS: We found that Trp719Arg (rs20455) in KIF6 was associated with coronary events. KIF6 encodes kinesin-like protein 6, a member of the molecular motor superfamily. In placebo-treated patients, carriers of the KIF6 719Arg allele (59.4% of the CARE trial cohort) had a hazard ratio of 1.50 (95% confidence interval [CI] 1.05 to 2.15) in the CARE trial and an odds ratio of 1.55 (95% CI 1.14 to 2.09) in the WOSCOPS trial. Among carriers, the absolute risk reduction by pravastatin was 4.89% (95% CI 1.81% to 7.97%) in the CARE trial and 5.49% (95% CI 3.52% to 7.46%) in the WOSCOPS trial. CONCLUSIONS: In both the CARE and the WOSCOPS trials, carriers of the KIF6 719Arg allele had an increased risk of coronary events, and pravastatin treatment substantially reduced that risk.


Subject(s)
Coronary Disease/genetics , Kinesins/genetics , Myocardial Infarction/genetics , Polymorphism, Genetic , Anticholesteremic Agents/therapeutic use , Case-Control Studies , Coronary Disease/drug therapy , Female , Gene Frequency , Genotype , Humans , Logistic Models , Male , Middle Aged , Myocardial Infarction/drug therapy , Pravastatin/therapeutic use , Proportional Hazards Models , Prospective Studies , Risk Factors , Treatment Outcome
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