81 results on '"Tsai, Michael Y"'
Search Results
2. Molecular Organization and Function of the Human Genome
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YUNIS, JORGE J., primary, TSAI, MICHAEL Y., additional, and WILLEY, ANN M., additional
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- 1977
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3. Lipoprotein(a) and Progression of Coronary Artery Calcification in a Pooled U.S. Cohort.
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Wong ND, Fan W, Hu X, Ballantyne C, Hoogeveen R, Tsai MY, Browne A, and Budoff MJ
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- Humans, United States epidemiology, Male, Female, Middle Aged, Aged, Risk Factors, Coronary Angiography, Time Factors, Computed Tomography Angiography, Predictive Value of Tests, Coronary Vessels diagnostic imaging, Coronary Artery Disease diagnostic imaging, Coronary Artery Disease blood, Vascular Calcification diagnostic imaging, Lipoprotein(a) blood, Disease Progression, Biomarkers blood
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- 2024
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4. Maternal plasma phospholipid polyunsaturated fatty acids in early pregnancy and thyroid function throughout pregnancy: a longitudinal study.
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Li LJ, Lu R, Rawal S, Birukov A, Weir NL, Tsai MY, Wu J, Chen Z, and Zhang C
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- Pregnancy, Female, Child, Humans, Longitudinal Studies, Thyroid Gland, Fatty Acids, Unsaturated, Eicosapentaenoic Acid, Biomarkers, Fatty Acids, Phospholipids, Diabetes, Gestational
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Background: Evidence has indicated that polyunsaturated fatty acids (PUFAs)-enriched diet could reduce inflammation because of thyroid autoimmunity in vivo, and therefore, enhance thyroid function., Objectives: We investigated whether early pregnancy plasma phospholipid PUFAs could benefit maternal thyroid function across pregnancy, which is critical to fetal brain development and growth in pregnancy., Methods: Within the National Institute of Child Health and Human Development Fetal Growth Studies-Singleton Cohort, we collected plasma samples longitudinally from 214 subjects [107 with gestational diabetes mellitus (GDM) matched with 107 controls] with a singleton pregnancy. We measured 11 PUFAs at early pregnancy (10-14 wk) and 5 thyroid biomarkers at 10-14, 15-26, 23-31, and 33-39 wk, including free thyroxine (fT4), free triiodothyronine (fT3), thyroid-stimulating hormone, antithyroid peroxidase, and antithyroglobulin. Associations of PUFAs with thyroid function biomarkers and relative risk (RR) of gestational hypothyroidism (GHT) during pregnancy were assessed using generalized linear mixed models and modified Poisson regression, respectively., Results: After sample weighting because of subjects with GDM over-representing in the analytic sample with biomarkers, eicosapentaenoic acid (EPA) at early pregnancy was associated with a reduction of 0.24 pmol/L (95% confidence intervals: -0.31, -0.16) in fT3 across gestation per standard deviation (SD) increment, whereas docosahexaenoic acid (DHA) at early pregnancy was associated with an increment of 0.04 ng/dL (0.02, 0.05) in fT4 across gestation per SD increment. Furthermore, EPA and docosatetraenoic acid (DTA) were associated with lower risks of persistent GHT (EPA-RR: 0.13; 0.06, 0.28; DTA-RR: 0.24; 0.13, 0.44) per SD increment. All significant associations remained robust in sensitivity analysis and multiple testing., Conclusions: Certain plasma phospholipid PUFAs were associated with optimal levels of thyroid biomarkers and even lower risk of GHT throughout pregnancy, which might be potentially targeted for maternal thyroid regulation in early pregnancy., Clinical Trial Registry: This trial was registered at https://beta., Clinicaltrials: gov/study/NCT00912132?distance=50&term=NCT00912132&rank=1 as NCT00912132., (Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.)
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- 2024
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5. Atherothrombotic and thrombolytic biomarkers in incident stroke and atrial fibrillation-related stroke: The Multi-Ethnic Study of Atherosclerosis (MESA).
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Lidani KCF, Trainor PJ, Bhatia HS, Nasir K, Blaha MJ, Tsai MY, Gottesman RF, Post WS, Thanassoulis G, Tsimikas S, Heckbert SR, and DeFilippis AP
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- Humans, Risk Assessment methods, Biomarkers, Plasminogen, Risk Factors, Atrial Fibrillation complications, Atrial Fibrillation diagnosis, Atrial Fibrillation drug therapy, Ischemic Attack, Transient complications, Stroke diagnosis, Stroke epidemiology, Stroke complications, Atherosclerosis complications
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Background and Aims: Although several biomarkers have been studied in thromboembolic stroke, measuring the balance between thrombus formation and thrombolysis and data on its role in predicting stroke and atrial fibrillation (AF)-related stroke is limited. We sought to assess atherothrombotic biomarkers grouped into composite factors that reflect thrombotic and thrombolytic potential, and the balance between these factors as it relates to incident stroke or transient ischemic attack (TIA) and stroke/TIA in AF., Methods: A Thrombotic Factor, derived from fibrinogen, plasmin-antiplasmin complex, factor VIII, D-dimer, and lipoprotein(a); and a Thrombolytic Factor, derived from plasminogen and oxidized phospholipids on plasminogen, were evaluated at baseline in 5,764 Multi-Ethnic Study of Atherosclerosis (MESA) participants. We evaluated the association between these two factors representative of thrombotic and thrombolytic potential and incident stroke/TIA (n = 402), and AF-related stroke/TIA (n = 82) over a median of 13.9 and 3.7 years, respectively. Cox proportional hazard models adjusted for medication use, cardiovascular risk factors and CHA
2 DS2 -VASc score were utilized. Harrell's C-index was estimated to evaluate model performance., Results: In models including both factors, Thrombotic Factor was positively while Thrombolytic Factor was inversely associated with incident stroke/TIA and AF-related stroke/TIA. Incorporating these factors along with the CHA2 DS2 -VASc in adjusted models resulted in a small improvement in risk prediction of incident stroke/TIA and AF-related stroke/TIA compared to models without the factors (C-index from 0.697 to 0.704, and from 0.657 to 0.675, respectively)., Conclusions: Composite biomarker factors, representative of the balance between thrombotic and thrombolytic propensity, provided an improvement in predicting stroke/TIA beyond CHA2 DS2 -VASc score., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 The Authors. Published by Elsevier B.V. All rights reserved.)- Published
- 2024
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6. Omega-3 Polyunsaturated Fatty Acids are not associated with Peripheral Artery Disease in a Meta-Analysis from the Multi-Ethnic Study of Atherosclerosis and Atherosclerosis Risk in Communities Study Cohorts.
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Weir NL, Nomura SO, Guan W, Garg PK, Allison M, Misialek JR, Karger AB, Pankow JS, and Tsai MY
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- Humans, Eicosapentaenoic Acid pharmacology, Docosahexaenoic Acids pharmacology, Fatty Acids, Omega-3, Atherosclerosis prevention & control, Peripheral Arterial Disease
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Background: Research suggests omega-3 polyunsaturated fatty acids (PUFAs) exert favorable effects on several biological processes involved in the development and progression of atherosclerotic cardiovascular disease (ASCVD). However, studies examining the relationship between omega-3 PUFAs and peripheral artery disease (PAD) are scarce., Objectives: We evaluated the associations between omega-3 PUFAs and incident PAD in a meta-analysis of the Multi-Ethnic Study of Atherosclerosis (MESA) and Atherosclerosis Risk in Communities (ARIC) study cohorts., Methods: Omega-3 PUFAs eicosapentaenoic acid (EPA) and docosahexaenoic acid (DHA) were measured at baseline for all MESA (n = 6495) and Minnesota ARIC participants (n = 3612). Incident clinical PAD events (MESA n = 106; ARIC n = 149) identified primarily through ICD discharge codes were assessed through follow-up of each cohort. Associations between omega-3 PUFAs (EPA, DHA, and EPA+DHA) and incident PAD were modeled in MESA and ARIC as quartiles and continuously using Cox proportional hazards regression, respectively. A fixed-effects meta-analysis was conducted to evaluate associations in the 2 cohorts combined., Results: In the fully adjusted model, in 10,107 participants, no significant associations were observed between EPA, DHA, or EPA+DHA, and incident PAD modeled as quartiles or continuously for either MESA or ARIC cohorts separately or in the meta-analysis after a follow-up of approximately 15 y., Conclusion: This study is consistent with previous literature indicating that the beneficial effects of omega-3 PUFAs on the markers of ASCVD may not translate to a clinically meaningful decrease in PAD risk., Competing Interests: Conflict of interest The authors report no conflicts of interest., (Copyright © 2023 American Society for Nutrition. All rights reserved.)
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- 2024
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7. n-6 fatty acid biomarkers and incident atrial fibrillation: an individual participant-level pooled analysis of 11 international prospective studies.
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Garg PK, Guan W, Nomura S, Weir NL, Tintle N, Virtanen JK, Hirakawa Y, Qian F, Sun Q, Rimm E, Lemaitre RN, Jensen PN, Heckbert SR, Imamura F, Steur M, Leander K, Laguzzi F, Voortman T, Ninomiya T, Mozaffarian D, Harris WS, Siscovick DS, and Tsai MY
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- Adult, Humans, Prospective Studies, Risk Factors, Fatty Acids, Unsaturated, Linoleic Acid, Arachidonic Acid, Biomarkers, Incidence, Fatty Acids, Omega-6, Atrial Fibrillation diagnosis, Atrial Fibrillation epidemiology
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Background: The presence of atrial fibrillation (AF) is associated with an over 2-fold increased risk of stroke, heart failure, and cardiovascular mortality. Long chain n-6 PUFAs have been suggested to have a variety of beneficial biologic effects that may reduce AF development; however, prior studies evaluating this relationship are limited., Objectives: We prospectively evaluated the association between circulating levels of linoleic acid (LA) and arachidonic acid (AA) with incident AF., Methods: We used participant-level data from a global consortium of 11 prospective cohort studies with measurements of LA and AA in adults (aged ≥18 y). Participating studies conducted de novo analyses using a prespecified analytical plan with harmonized definitions for exposures, outcomes, covariates, and subgroups. Associations were pooled using inverse-variance weighted meta-analysis., Results: Among 41,335 participants, 6173 incident cases of AF were ascertained, with median follow-up time of 14 y. In multivariable analysis, per interquintile range (difference between the 10th and 90th percentiles for each fatty acid), circulating n-6 levels were not associated with incident AF. For LA, the hazard ratio per interquintile range was 0.96 (95% confidence interval [CI]: 0.89, 1.04), and for AA, 1.02 (95% CI: 0.94, 1.10), with little evidence of heterogeneity between cohorts. Associations were similarly nonsignificant across subgroups of age, race, and biomarker fraction., Conclusions: Biomarkers of n-6 fatty acids including LA and AA are not associated with incident AF. These findings suggest that overall effects of n-6 PUFAs on influencing AF development are neutral., Competing Interests: Conflict of interest The authors report no conflicts of interest., (Copyright © 2023 American Society for Nutrition. Published by Elsevier Inc. All rights reserved.)
- Published
- 2023
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8. Association of Inflammation and Lipoprotein(a) With Aortic Valve Calcification.
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Marrero N, Razavi AC, Boakye E, Anchouche K, Dardari Z, Dzaye O, Jha K, Budoff MJ, Tsai MY, Rotter JI, Blumenthal RS, Thanassoulis G, Post WS, Blaha MJ, and Whelton SP
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- Humans, Lipoprotein(a), Predictive Value of Tests, Inflammation diagnostic imaging, Aortic Valve diagnostic imaging, Aortic Valve surgery, Aortic Valve Stenosis diagnostic imaging
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- 2023
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9. Lipoprotein(a) and the pooled cohort equations for ASCVD risk prediction: The Multi-Ethnic Study of Atherosclerosis.
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Bhatia HS, Rikhi R, Allen TS, Yeang C, Guan W, Garg PK, Tsai MY, Criqui MH, Shapiro MD, and Tsimikas S
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- Humans, Risk Assessment, Risk Factors, Lipoprotein(a), Atherosclerosis diagnosis
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Background and Aims: Lipoprotein(a) [Lp(a)] is an independent risk factor for atherosclerotic cardiovascular disease (ASCVD) but is not included in the Pooled Cohort Equations (PCE). We aimed to assess how well the PCE predict 10-year event rates in individuals with elevated Lp(a), and whether the addition of Lp(a) improves risk prediction., Methods: We compared observed versus PCE-predicted 10-year ASCVD event rates, stratified by Lp(a) level and ASCVD risk category using Poisson regression, and evaluated the association between Lp(a) > 50 mg/dL and ASCVD risk using Cox proportional hazards models in the Multi-Ethnic Study of Atherosclerosis (MESA). We evaluated the C-index and net reclassification improvement (NRI) with addition of Lp(a) to the PCE., Results: The study population included 6639 individuals (20%, n = 1325 with elevated Lp(a)). The PCE accurately predicted 10-year event rates for individuals with elevated Lp(a) with observed event rates falling within predicted limits. Elevated Lp(a) was associated with increased risk of CVD events overall (HR 1.27, 95% CI 1.00-1.60), particularly in low (HR 2.45, 95% CI 1.40-4.31), and high-risk (HR 1.41, 95% CI 1.02-1.96) individuals. Continuous NRI (95% CI) with the addition of Lp(a) to the PCE for CVD was 0.0963 (0.0158-0.1953) overall, and 0.2999 (0.0876, 0.5525) among low-risk individuals., Conclusions: The PCE performs well for event rate prediction in individuals with elevated Lp(a). However, Lp(a) is associated with increased CVD risk, and the addition of Lp(a) to the PCE improves risk prediction, particularly among low-risk individuals. These results lend support for increasing use of Lp(a) testing for risk assessment., (Copyright © 2023 Elsevier B.V. All rights reserved.)
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- 2023
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10. Lipoprotein(a) and coronary artery calcium in comparison with other lipid biomarkers: The multi-ethnic study of atherosclerosis.
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Jackson CL, Garg PK, Guan W, Tsai MY, Criqui MH, Tsimikas S, and Bhatia HS
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- Humans, Biomarkers, Calcium, Cholesterol, Cholesterol, HDL, Cholesterol, LDL, Cohort Studies, Lipoprotein(a), Risk Factors, Atherosclerosis etiology, Coronary Artery Disease complications, Vascular Calcification
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Background: Coronary artery calcium (CAC) scoring is often used for atherosclerotic cardiovascular disease (ASCVD) risk stratification in individuals with elevated lipoprotein(a) [Lp(a)]., Objective: To evaluate associations between Lp(a) and baseline CAC (volume/density) and CAC progression compared to other lipid biomarkers., Methods: We utilized data from the Multi-Ethnic Study of Atherosclerosis (MESA), a cohort study of individuals without clinical ASCVD, excluding statin users. We evaluated the associations between Lp(a), low-density lipoprotein-cholesterol (LDL-C), high-density lipoprotein-cholesterol (HDL-C), triglycerides, total cholesterol, apolipoprotein B, and non-HDL-C with baseline CAC and annual CAC progression using multivariable ordinal regression with adjustment for ASCVD risk factors. Analyses were also stratified by median age., Results: In 5,597 participants (2,726 at median 9.5-year follow-up), Lp(a) was not associated with baseline CAC volume or density and was modestly associated with volume progression (OR 1.11, 95% CI 1.03-1.21). However, other biomarkers were positively associated with baseline volume and volume progression (LDL-C: OR 1.26, 95% CI: 1.19-1.33 and OR 1.22, 95% CI: 1.15-1.30, respectively), except HDL-C which was inversely associated. LDL-C, total cholesterol and non-HDL-C were inversely associated with baseline density. In participants <62 years of age, Lp(a) was modestly associated with baseline CAC volume (OR 1.10, 95% CI: 1.00-1.20) and volume progression (OR 1.16 95% CI: 1.04-1.30)., Conclusions: In contrast to other lipid biomarkers, Lp(a) was not associated with baseline CAC volume or density and was only modestly associated with volume progression. Our findings suggest that Lp(a) is not as robustly associated with CAC as other lipid biomarkers., (Copyright © 2023. Published by Elsevier Inc.)
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- 2023
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11. Atherosclerotic cardiovascular disease risk and small dense low-density lipoprotein cholesterol in men, women, African Americans and non-African Americans: The pooling project.
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Schaefer EJ, Ikezaki H, Diffenderfer MR, Lim E, Liu CT, Hoogeveen RC, Guan W, Tsai MY, and Ballantyne CM
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- Male, Humans, Female, Middle Aged, Cholesterol, LDL, Risk Factors, Cholesterol, Cardiovascular Diseases diagnosis, Cardiovascular Diseases epidemiology, Atherosclerosis diagnosis, Atherosclerosis epidemiology
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Background and Aims: Elevated small dense low-density lipoprotein-cholesterol (sdLDL-C) has been reported to be associated with increased atherosclerotic cardiovascular disease (ASCVD) risk. Our aims were to determine whether direct and calculated sdLDL-C were significant independent ASCVD risk factors in sex and race subgroups., Methods: In a total of 15,933 participants free of ASCVD at baseline (median age 62 years, 56.7% female, 19.7% African American) fasting plasma lipids and sdLDL-C were measured by standardized automated methods. All subjects were followed for 10 years for incident ASCVD, which developed in 9.7% of subjects. SdLDL-C values were also calculated. Univariate and multivariate analyses were carried out to assess for independent associations with incident ASCVD after adjustment for all standard risk factors., Results: All standard risk factors were significantly associated with incident ASCVD on univariate analysis, as were direct and calculated sdLDL-C. These latter parameters were also significant when added to the pooled cohort risk equation. However, associations were significantly stronger for direct sdLDL-C and were not significant for calculated values once direct values were in the model. In contrast to calculated values, top quartile direct sdLDL-C was significantly independently associated with incident ASCVD versus bottom quartile values in all subjects and subgroups, except African Americans (hazard ratios ≥1.50, p < 0.01). Subjects with direct values ≥ 50 mg/dL versus <25 mg/dL had significantly higher independent ASCVD risk in all groups (hazard ratios >1.49, all p < 0.01)., Conclusions: Having a direct small dense low-density lipoprotein cholesterol value ≥ 50 mg/dL is a significant independent ASCVD risk-enhancer., Competing Interests: Declaration of competing interest EJS has served as a consultant for the Denka Corporation, Tokyo, Japan. RCH has received research grants (to his institution) from Denka Corporation; RCH and CMB are consultants for Denka. None of the other authors has any relevant relationships to disclose., (Copyright © 2023 The Authors. Published by Elsevier B.V. All rights reserved.)
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- 2023
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12. Lipoprotein(a) and Aortic Valve Calcification: The Multi-Ethnic Study of Atherosclerosis.
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Bhatia HS, Zheng KH, Garg PK, Guan W, Whelton SP, Budoff MJ, and Tsai MY
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- Humans, Aortic Valve diagnostic imaging, Aortic Valve surgery, Lipoprotein(a), Predictive Value of Tests, Risk Factors, Aortic Valve Stenosis diagnostic imaging, Aortic Valve Stenosis surgery, Atherosclerosis diagnostic imaging
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- 2023
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13. Physical activity and individual plasma phospholipid SFAs in pregnancy: a longitudinal study in a multiracial/multiethnic cohort in the United States.
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Liu X, Chen L, Fei Z, Zhao SK, Zhu Y, Xia T, Dai J, Rahman ML, Wu J, Weir NL, Tsai MY, and Zhang C
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- Female, Humans, Pregnancy, Longitudinal Studies, Prospective Studies, United States, Exercise, Phospholipids
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Background: Circulating individual SFAs in pregnant females are critical for maternal and fetal health. However, research on identifying their modifiable factors is limited., Objectives: We aimed to examine the associations of total physical activity (PA) and types of PA with circulating individual SFAs during pregnancy in a multiracial/multiethnic cohort of pregnant females in the United States., Methods: The study included participants in a nested case-control study (n = 321) from the Eunice Kennedy Shriver NICHD Fetal Growth Studies-Singleton Cohort. Sampling weights were applied, so the results represented the entire Fetal Growth Cohort. Plasma phospholipid SFAs were measured at 4 visits [10-14 (visit 1), 15-26 (visit 2), 23-31 (visit 3), and 33-39 (visit 4) weeks of gestation] throughout pregnancy. PA of the previous year at visit 1 and since the previous visit at the subsequent visits was assessed using the validated Pregnancy PA Questionnaire. Time-specific and longitudinal associations were examined using multivariable linear and generalized estimating equation models., Results: Total PA (metabolic equivalent of task-h/wk) was positively associated with circulating heptadecanoic acid (17:0) at visit 1 (β × 103: 0.07; 95% CI: 0.02, 0.11) and pentadecanoic acid (15:0) at visit 3 (β × 103: 0.09; 95% CI: 0.03, 0.14) independent of sociodemographic, reproductive, pregnancy, and dietary factors. Across the 4 visits, the positive associations with total PA were consistent for pentadecanoic acid (β × 103: 0.06; 95% CI: 0.02, 0.10) and heptadecanoic acid (β × 103: 0.10; 95% CI: 0.06, 0.14). Out of the 4 PA types (i.e., sports/exercise, household/caregiving, transportation, and occupational PA) considered, the magnitude of positive associations was the largest for sports/exercise PA., Conclusions: Our findings suggest that maternal PA is positively associated with circulating pentadecanoic and heptadecanoic acids. The findings warrant confirmation by future studies.This trial was registered at clinicaltrials.gov as NCT00912132., (© The Author(s) 2022. Published by Oxford University Press on behalf of the American Society for Nutrition.)
- Published
- 2022
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14. Relationship of low-density lipoprotein-cholesterol and lipoprotein(a) to cardiovascular risk: The Multi-Ethnic Study of Atherosclerosis (MESA).
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Rikhi R, Hammoud A, Ashburn N, Snavely AC, Michos ED, Chevli P, Tsai MY, Herrington D, and Shapiro MD
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- Humans, Cholesterol, LDL, Lipoprotein(a), Risk Factors, Biomarkers, Heart Disease Risk Factors, Cardiovascular Diseases, Atherosclerosis diagnosis, Coronary Disease diagnosis, Coronary Disease epidemiology
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Background and Aims: Plasma low-density lipoprotein cholesterol (LDL-C) and lipoprotein(a) (Lp(a)) are both associated with coronary heart disease (CHD). This study investigated whether elevated plasma Lp(a) concentration was associated with increased CHD risk when LDL-C was low (≤100 mg/dL) in individuals not on statin therapy., Methods: Participants from the Multi-Ethnic Study of Atherosclerosis (MESA) (n = 4,585) were categorized into four groups: Group 1: LDL-C ≤ 100 mg/dL, Lp(a) < 50 mg/dL; Group 2: LDL-C > 100 mg/dL, Lp(a) < 50 mg/dL; Group 3: LDL-C ≤ 100 mg/dL, Lp(a) ≥ 50 mg/dL; and Group 4: LDL-C > 100 mg/dL, Lp(a) ≥ 50 mg/dL. The relationship of Lp(a) and LDL-C with time to CHD events was assessed with Kaplan Meier curves and multivariable Cox proportional hazard models., Results: Participants were followed for a mean of 13.4 years and a total of 315 CHD events occurred. Compared to participants with LDL-C ≤ 100 mg/dL and Lp(a) < 50 mg/dL, those with LDL-C > 100 mg/dL and Lp(a) < 50 mg/dL (Group 2) demonstrated no increased risk for CHD events (HR: 0.92; 95% CI: 0.69, 1.21). However, participants with LDL-C ≤ 100 mg/dL and Lp(a) ≥ 50 mg/dL (Group 3) and those with LDL-C > 100 mg/dL and Lp(a) ≥ 50 mg/dL (Group 4) exhibited significantly increased risk of CHD events compared to Group 1 (HR: 1.83; 95% CI: 1.02, 3.27) and Group 2 (HR: 1.61; 95% CI: 1.15, 2.26), respectively., Conclusions: When Lp(a) was elevated, risk of CHD events increased, regardless of baseline LDL-C., Competing Interests: Declaration of competing interests The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Dr. Shapiro has participated in scientific advisory boards with the following entities: Amgen; Novartis; Novo Nordisk; and has served as a consultant for Regeneron. Dr. Rikhi and Dr. Ashburn are supported by the National Heart, Lung, And Blood Institute of the National Institutes of Health under Award Number T32HL076132. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. The remaining authors have nothing to disclose., (Copyright © 2022 Elsevier B.V. All rights reserved.)
- Published
- 2022
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15. Omega-3 fatty acids, subclinical atherosclerosis, and cardiovascular events: Implications for primary prevention.
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Alfaddagh A, Kapoor K, Dardari ZA, Bhatt DL, Budoff MJ, Nasir K, Miller M, Welty FK, Miedema MD, Shapiro MD, Tsai MY, Blumenthal RS, and Blaha MJ
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- Aged, Disease Progression, Docosahexaenoic Acids, Eicosapentaenoic Acid, Female, Humans, Male, Middle Aged, Primary Prevention, Risk Factors, Atherosclerosis complications, Atherosclerosis diagnosis, Atherosclerosis prevention & control, Cardiovascular Diseases diagnosis, Cardiovascular Diseases epidemiology, Cardiovascular Diseases prevention & control, Coronary Artery Disease diagnosis, Coronary Artery Disease prevention & control, Fatty Acids, Omega-3
- Abstract
Background and Aims: High-dose eicosapentaenoic acid (EPA) therapy was beneficial in high-risk patients without clinical cardiovascular disease (CVD). Whether higher plasma levels of EPA and docosahexaenoic acid (DHA) have similar benefits in those without subclinical CVD is unclear. We aim to evaluate the interplay between plasma omega-3 fatty acids and coronary artery calcium (CAC) in relation to CVD events., Methods: We examined 6568 participants from the Multi-Ethnic Study of Atherosclerosis (MESA) with plasma EPA and DHA levels and CAC measured at baseline. The primary outcome was incident CVD events (myocardial infarction, angina, cardiac arrest, stroke, CVD death). Hazard ratios for the primary outcome were adjusted for potential confounder using Cox regression., Results: Mean ± SD age was 62.1 ± 10.2 years and 52.9% were females. The median follow-up time was 15.6 years. Higher log
e (EPA) (adjusted hazard ratio, aHR = 0.83; 95% CI, 0.74-0.94) and loge (DHA) (aHR = 0.79; 95% CI, 0.66-0.96) were independently associated with fewer CVD events. The difference in absolute CVD event rates between lowest vs. highest EPA tertile increased at higher CAC levels. The adjusted HR for highest vs. lowest EPA tertile within CAC = 0 was 1.02 (95% CI, 0.72-1.46), CAC = 1-99 was 0.71 (95% CI, 0.51-0.99), and CAC≥100 was 0.67 (95% CI, 0.52-0.84). A similar association was seen in tertiles of DHA by CAC category., Conclusions: In an ethnically diverse population free of clinical CVD, higher plasma omega-3 fatty acid levels were associated with fewer long-term CVD events. The absolute decrease in CVD events with higher omega-3 fatty acid levels was more apparent at higher CAC scores., (Copyright © 2022 Elsevier B.V. All rights reserved.)- Published
- 2022
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16. PUFA ω-3 and ω-6 biomarkers and sleep: a pooled analysis of cohort studies on behalf of the Fatty Acids and Outcomes Research Consortium (FORCE).
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Murphy RA, Tintle N, Harris WS, Darvishian M, Marklund M, Virtanen JK, Hantunen S, de Mello VD, Tuomilehto J, Lindström J, Bolt MA, Brouwer IA, Wood AC, Senn M, Redline S, Tsai MY, Gudnason V, Eiriksdottir G, Lindberg E, Shadyab AH, Liu B, Carnethon M, Uusitupa M, Djousse L, Risérus U, Lind L, van Dam RM, Koh WP, Shi P, Siscovick D, Lemaitre RN, and Mozaffarian D
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- Biomarkers, Cohort Studies, Cross-Sectional Studies, Humans, Outcome Assessment, Health Care, Sleep, Fatty Acids, Fatty Acids, Omega-3
- Abstract
Background: n-3 and n-6 PUFAs have physiologic roles in sleep processes, but little is known regarding circulating n-3 and n-6 PUFA and sleep parameters., Objectives: We sought to assess associations between biomarkers of n-3 and n-6 PUFA intake with self-reported sleep duration and difficulty falling sleeping in the Fatty Acids and Outcome Research Consortium., Methods: Harmonized, de novo, individual-level analyses were performed and pooled across 12 cohorts. Participants were 35-96 y old and from 5 nations. Circulating measures included α-linolenic acid (ALA), EPA, docosapentaenoic acid (DPA), DHA, EPA + DPA + DHA, linoleic acid, and arachidonic acid. Sleep duration (10 cohorts, n = 18,791) was categorized as short (≤6 h), 7-8 h (reference), or long (≥9 h). Difficulty falling asleep (8 cohorts, n = 12,500) was categorized as yes or no. Associations between PUFAs, sleep duration, and difficulty falling sleeping were assessed by cross-sectional multinomial logistic regression using standardized protocols and covariates. Cohort-specific multivariable-adjusted ORs per quintile of PUFAs were pooled with inverse-variance weighted meta-analysis., Results: In pooled analysis adjusted for sociodemographic characteristics and health status, participants with higher very long-chain n-3 PUFAs were less likely to have long sleep duration. In the top compared with the bottom quintiles, the multivariable-adjusted ORs (95% CIs) for long sleep were 0.78 (95% CI: 0.65, 0.95) for DHA and 0.76 (95% CI: 0.63, 0.93) for EPA + DPA + DHA. Significant associations for ALA and n-6 PUFA with short sleep duration or difficulty falling sleeping were not identified., Conclusions: Participants with higher concentrations of very long-chain n-3 PUFAs were less likely to have long sleep duration. While objective biomarkers reduce recall bias and misclassification, the cross-sectional design limits assessment of the temporal nature of this relation. These novel findings across 12 cohorts highlight the need for experimental and biological assessments of very long-chain n-3 PUFAs and sleep duration., (© The Author(s) 2021. Published by Oxford University Press on behalf of the American Society for Nutrition.)
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- 2022
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17. A longitudinal study of plasma acylcarnitines throughout pregnancy and associations with risk of gestational diabetes mellitus.
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Lin Y, Wu J, Zhu Y, Hinkle SN, Rawal S, Liang L, Weir NL, Tsai MY, and Zhang C
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- Adult, Biomarkers blood, Carnitine blood, Case-Control Studies, Female, Gestational Age, Humans, Longitudinal Studies, Pregnancy, Prospective Studies, Risk Factors, Carnitine analogs & derivatives, Diabetes, Gestational blood, Diabetes, Gestational etiology, Pregnancy Trimesters blood
- Abstract
Background & Aims: Prospective and longitudinal data on the association between acylcarnitines and gestational diabetes (GDM) are lacking. This study aims to prospectively investigate 28 acylcarnitines in relation to subsequent GDM risk., Methods: Within the NICHD Fetal Growth Studies-Singleton Cohort, plasma levels of acylcarnitines and cardiometabolic biomarkers were measured at gestational week (GW) 10-14, 15-26, 23-31, and 33-39 among 107 GDM cases and 214 controls., Results: At GW 10-14, per standard deviation (SD) increased level of C14:1-OH was associated with a 55% increased risk of GDM after adjusting for major risk factors for GDM [OR (95% CI): 1.55 (1.05-2.29)]. At GW 15-26, C4, C8:1 and C16:1-OH were associated with an increased risk of GDM [OR (95% CI) for per SD increase: 1.42 (1.01-2.00), 1.41 (1.02-1.96), and 1.77 (1.10-2.84), respectively]. Whereas increased C10 and C18 were related to lower risk of GDM [OR (95% CI) for per SD increase: 0.74 (0.55-1.00), and 0.69 (0.49-0.97), respectively]. Moreover, we observed correlations of individual acylcarnitine with multiple clinical markers implicated in glucose homeostasis and cardiometabolic function among non-GDM women., Conclusions: Our results demonstrate that several plasma acylcarnitine species are differentially associated with GDM risk by chain length. Future studies are warranted to investigate the distinct roles of individual acylcarnitine in glucose homeostasis in pregnancy., Competing Interests: Conflict of interest The authors declare no conflict of interest., (Published by Elsevier Ltd.)
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- 2021
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18. Free fatty acids and heart failure in the Multi-Ethnic Study of Atherosclerosis (MESA).
- Author
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Nomura SO, Karger AB, Weir NL, Lima JAC, Thanassoulis G, and Tsai MY
- Subjects
- Aged, Aged, 80 and over, Atherosclerosis diagnosis, Biomarkers blood, Cohort Studies, Female, Follow-Up Studies, Heart Failure diagnosis, Humans, Male, Middle Aged, Prospective Studies, Atherosclerosis blood, Atherosclerosis ethnology, Ethnicity, Fatty Acids, Nonesterified blood, Heart Failure blood, Heart Failure ethnology
- Abstract
Background: Free fatty acids (FFAs) may be associated with heart failure (HF) risk, but prospective research is lacking., Objective: This study investigated associations between fasting FFAs and HF incidence overall and by ejection fraction (EF) subtypes [HF with preserved EF (HFpEF) and HF with reduced EF (HFrEF)] to evaluate FFAs as a potential biomarker for HF risk prediction., Methods: This study was conducted in the Multi-Ethnic Study of Atherosclerosis (MESA) prospective cohort among 6,667 participants with complete baseline (2000-2002) FFAs and HF follow-up (through 2015). Associations between FFAs and HF incidence were evaluated with Cox proportional hazards regression. Cross-sectional associations between FFAs and HF risk markers were also evaluated using linear regression [N-terminal pro-B-type natriuretic peptide (NT-proBNP), left ventricular (LV) mass index] and logistic regression [LV hypertrophy (LVH)]. Stratification and cross-product terms were utilized to evaluate differences by age, sex, race/ethnicity and diabetes., Results: FFAs were not associated with HF overall or with HFrEF. FFAs were not associated with HFpEF in the overall population or among males, but were borderline positively associated with risk among females (fully-adjusted tertile 3 vs. 1 HR=2.17, 95% CI: 1.06, 4.42) (sex P-interaction=0.05). FFAs were not associated with NT-proBNP, but were inversely associated with LV mass index and LVH with stronger associations among females (P-interaction≥0.10). Associations did not differ by age, race/ethnicity or diabetes status., Conclusions: FFAs generally do not appear to be an independent predictor for HF risk. Additional research is needed to confirm findings particularly studies evaluating associations by sex and EF subtypes., (Copyright © 2021. Published by Elsevier Inc.)
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- 2021
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19. Plasma ω-3 and ω-6 PUFA Concentrations and Risk of Atrial Fibrillation: The Multi-Ethnic Study of Atherosclerosis.
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Garg PK, Guan W, Nomura S, Weir N, Karger AB, Duprez D, Heckbert SR, and Tsai MY
- Subjects
- Atherosclerosis, Ethnicity, Female, Humans, Incidence, Male, Middle Aged, Prospective Studies, Risk Factors, United States epidemiology, Atrial Fibrillation ethnology, Fatty Acids, Omega-3 blood, Fatty Acids, Omega-6 blood
- Abstract
Background: Current literature examining the prospective relation of circulating omega-3 (n-3) and omega-6 (n-6) PUFAs and atrial fibrillation (AF) is limited to predominantly white populations., Objectives: We investigated the association of circulating n-3 and n-6 PUFAs with incident AF in participants from the Multi-Ethnic Study of Atherosclerosis., Methods: A total of 6229 participants (mean age = 62 y; 53% female; 39% white, 27% black, 22% Hispanic, and 12% Chinese) who were free of baseline AF and with plasma phospholipid PUFAs measured at baseline using GC were prospectively followed for the development of AF. Incident AF was ascertained using International Classification of Diseases-9 codes from hospital discharge records and Medicare claims data with follow-up through 2014. Multivariable Cox proportional hazards regression analysis was performed to determine the risk of incident AF., Results: During a median follow-up of 12.9 y, 813 (13%) participants developed AF. Each higher SD increment in arachidonic acid (AA; 20:4n-6) concentrations was associated with an 11% decreased risk of incident AF (HR: 0.89; 95% CI: 0.82, 0.96). Similarly, higher overall n-6 PUFA concentrations were also associated with a reduced AF risk (HR per SD increment: 0.93; 95% CI: 0.87, 1.00). Although no significant overall associations were observed for any individual n-3 PUFAs, higher circulating concentrations of DHA (22:6n-3) and EPA (20:5n-3) were associated with a decreased AF risk in blacks and Hispanics (DHA only) but not whites or Chinese Americans., Conclusions: In a multiethnic cohort of individuals free of baseline cardiovascular disease, higher plasma concentrations of n-6 PUFAs, particularly AA, were associated with a reduced risk of incident AF. Important differences in AF risk were also noted across race/ethnicity for the n-3 PUFAs DHA and EPA., (© The Author(s) 2021. Published by Oxford University Press on behalf of the American Society for Nutrition.)
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- 2021
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20. Performance of novel low-density lipoprotein-cholesterol calculation methods in predicting clinical and subclinical atherosclerotic cardiovascular disease risk: The Multi-Ethnic Study of Atherosclerosis.
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Cao J, Remaley AT, Guan W, Devaraj S, and Tsai MY
- Subjects
- Cholesterol, LDL, Humans, Risk Assessment, Risk Factors, United States, Atherosclerosis, Cardiovascular Diseases, Hydroxymethylglutaryl-CoA Reductase Inhibitors
- Abstract
Background and Aims: This study examined the performance of two novel low-density lipoprotein-cholesterol (LDL-C) calculations, LDL
Martin and LDLSampson , on predicting atherosclerotic cardiovascular diseases (ASCVD) risk compared to traditional LDLFriedewald according to the 2018 American Heart Association/American College of Cardiology (AHA/ACC) primary prevention guidelines., Methods: A total of 6701 randomly recruited Multi-Ethnic Study of Atherosclerosis (MESA) participants free of ASCVD at baseline were followed for ASCVD during a median of 13.9 years and for subclinical ASCVD-coronary artery calcium (CAC) during a median of 12.5 years. Prevalence of borderline high triglyceride (≥1.7 mmol/L) was 15.2% and was at 13.5% for high triglyceride (≥2.3 mmol/L)., Results: Applying the criteria of LDL-C<1.8 mmol/L in 40-75 year olds without diabetes mellitus to be exempt from risk discussion, LDLMartin and LDLSampson classified less individuals in this category than LDLFriedewald (p < 0.001), both had 20 individuals with ASCVD, versus 22 by LDLFriedewald . Positive CAC in the discussion-exempt group were over 38% higher (p < 0.001) when classified by LDLFriedewald than by LDLMartin or LDLSampson . Individuals with LDL-C≥4.9 mmol/L are recommended to high-intensity statin therapy by the AHA/ACC guidelines. The LDLFriedewald ≥4.9 mmol/L group had 20 ASCVD events, versus 21 in LDLMartin and 22 in LDLSampson group., Conclusions: In a multi-ethnic USA population, LDLMartin and LDLSampson did not over- or under-estimate ASCVD risk compared to LDLFriedewald in primary prevention according to AHA/ACC guidelines, while LDLFriedewald under-estimated subclinical ASCVD risk in the low-risk population. These findings support the replacement of LDLFriedewald by LDLMartin or LDLSampson for lipid screen in the general population., (Copyright © 2021 Elsevier B.V. All rights reserved.)- Published
- 2021
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21. Lipoprotein (a) and risk for calcification of the coronary arteries, mitral valve, and thoracic aorta: The Multi-Ethnic Study of Atherosclerosis.
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Garg PK, Guan W, Karger AB, Steffen BT, Budoff M, and Tsai MY
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- Aged, Aged, 80 and over, Aortic Diseases diagnostic imaging, Aortic Diseases ethnology, Biomarkers blood, Calcinosis diagnostic imaging, Calcinosis ethnology, Coronary Artery Disease diagnostic imaging, Coronary Artery Disease ethnology, Cross-Sectional Studies, Female, Heart Valve Diseases diagnostic imaging, Heart Valve Diseases ethnology, Humans, Incidence, Male, Middle Aged, Prevalence, Prognosis, Prospective Studies, Risk Assessment, Risk Factors, Time Factors, United States epidemiology, Vascular Calcification diagnostic imaging, Vascular Calcification ethnology, Aorta, Thoracic diagnostic imaging, Aortic Diseases blood, Calcinosis blood, Coronary Artery Disease blood, Heart Valve Diseases blood, Lipoprotein(a) blood, Mitral Valve diagnostic imaging, Vascular Calcification blood
- Abstract
Background: Lipoprotein (a) [Lp(a)] is a risk factor for coronary heart disease and calcific aortic valve disease. We determined the relationships of Lp(a) with prevalence and progression of coronary artery calcification (CAC), mitral annular calcification (MAC), and thoracic aortic calcification (TAC) in a multi-ethnic cohort of middle to older-aged adults., Methods: This analysis included 6705 Multi-Ethnic Study of Atherosclerosis participants. Lp(a) was measured with a turbidimetric immunoassay. CAC, MAC, and TAC were assessed by cardiac computed tomography both at baseline and once during follow-up., Results: In adjusted relative risk regression cross-sectional analysis, a Lp(a) level ≥50 mg/dL was associated with a 22% higher prevalence of MAC (relative risk (RR) = 1.22, 95% confidence interval (CI) 1.00, 1.49). No significant associations were observed for prevalent CAC or TAC. In adjusted prospective analyses, participants with Lp(a) ≥50 mg/dL were at significantly higher risk for rapid CAC progression (median follow-up = 8.9 years), defined as ≥100 units/year, compared to those with lower Lp(a) levels (RR = 1.67, 95% CI = 1.23, 2.27). The association between higher Lp(a) levels and incident CHD was no longer significant after adjusting for CAC progression. No significant associations were observed for MAC or TAC progression (median follow-up = 2.6 years)., Conclusions: Higher Lp(a) levels are associated with more rapid CAC progression. Additional study is needed to better understand how this relationship can further improve the ability of Lp(a) to enhance cardiovascular disease risk prediction., Competing Interests: Declaration of competing interest The authors have no conflicts of interest to disclose., (Copyright © 2020 Society of Cardiovascular Computed Tomography. Published by Elsevier Inc. All rights reserved.)
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- 2021
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22. Lipoprotein (a) and aortic valve calcium in South Asians compared to other race/ethnic groups.
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Makshood M, Joshi PH, Kanaya AM, Ayers C, Budoff M, Tsai MY, Blaha M, Michos ED, and Post WS
- Subjects
- Aortic Valve, Asian, Hispanic or Latino, Humans, Prevalence, Risk Factors, Calcium, Lipoprotein(a)
- Abstract
Background and Aims: South Asians are at increased risk for cardiovascular disease (CVD). Aortic valve calcium (AVC) is associated with CVD risk and aortic stenosis. Elevated Lp(a) is a heritable risk factor for CVD and AVC. AVC prevalence and its association with Lp(a) have not been studied in South Asians., Methods: Among participants in the Mediators of Atherosclerosis in South Asians Living in America (MASALA) study (n = 695), AVC prevalence and extent were compared to four race/ethnic groups in the Multi-Ethnic Study of Atherosclerosis (MESA) (n = 4671). Multivariable regression was performed to evaluate associations between Lp(a) and AVC stratified by race/ethnic groups, adjusting for cardiovascular risk factors., Results: After age and sex adjustment, South Asians had higher median Lp(a) (17.0 mg/dL) compared to Whites (12.9 mg/dL), Hispanics (13.1 mg/dL) and Chinese Americans (12.9 mg/dL), and Blacks had highest Lp(a) levels (35.1 mg/dL). There were no differences in the odds of AVC in South Asians compared with Whites or Hispanics, after age and sex adjustment (p = 0.64 and 0.63, respectively). Odds of AVC was lower in Chinese (OR 0.35; 95%CI 0.23-0.54) and somewhat lower in Blacks compared with South Asians (OR 0.76; 0.56-1.04). There were no associations between Lp(a) and AVC presence or extent in South Asians. Lp(a) was associated with AVC only among Blacks and Whites., Conclusions: Although present in Whites and Blacks, there were no associations between Lp(a) and AVC in South Asians. These differences may be due to statistic power or race specific modifying factors that influences the effect of Lp(a) particles on AVC pathogenesis., (Copyright © 2020 Elsevier B.V. All rights reserved.)
- Published
- 2020
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23. Associations between omega-6 polyunsaturated fatty acids, hyperinsulinemia and incident diabetes by race/ethnicity: The Multi-Ethnic Study of Atherosclerosis.
- Author
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Weir NL, Nomura SO, Steffen BT, Guan W, Karger AB, Klein R, Klein BEK, Cotch MF, and Tsai MY
- Subjects
- Black or African American, Aged, Aged, 80 and over, Asian, Biomarkers blood, Cross-Sectional Studies, Diabetes Mellitus, Type 2 diagnosis, Female, Hispanic or Latino, Humans, Hyperinsulinism diagnosis, Incidence, Insulin Resistance ethnology, Male, Middle Aged, Prevalence, Prognosis, Race Factors, Risk Assessment, Risk Factors, United States epidemiology, White People, Diabetes Mellitus, Type 2 blood, Diabetes Mellitus, Type 2 ethnology, Fatty Acids, Omega-6 blood, Hyperinsulinism blood, Hyperinsulinism ethnology, Racial Groups
- Abstract
Background & Aims: Omega-6 polyunsaturated fatty acids (PUFAs) have been shown to relate to insulin resistance and type 2 diabetes (T2D), but influence of race/ethnicity has not been investigated. The aim of this study was to determine whether omega-6 PUFAs, and estimated desaturase enzyme activity, are associated with fasting glucose, insulin, homeostasis model assessment of insulin resistance (HOMA-IR) and incident T2D, and whether associations differ by race/ethnicity., Methods: This study was conducted in the Multi-Ethnic Study of Atherosclerosis (MESA) (N = 6282). Associations between baseline plasma phospholipid fatty acids (LA, Linoleic Acid; GLA, γ-linoleic acid; DGLA, Dihomo-γ-linolenic acid; AA, arachidonic acid; D5D, delta-5 desaturase; D6D, delta-6 desaturase), fasting glucose, insulin, and HOMA-IR [(fasting insulin - fasting glucose)/22.5] were evaluated using linear regression. Associations between omega-6 PUFAs (N = 5508 after excluding diabetics at baseline) and T2D incidence were assessed using Cox proportional hazards regression. Analyses were replicated/stratified by race/ethnicity (White, Black, Chinese, Hispanic) and tests for interaction were assessed by inclusion of a cross-product term in models., Results: In fully adjusted models, insulin and HOMA-IR were positively associated with LA (insulin: 0.213 per SD, p = 0.01; HOMA-IR: 0.252 per SD, p < 0.001), GLA (insulin: 0.010 per SD, p < 0.001; HOMA-IR: 0.006 per SD, p < 0.001), DGLA (insulin: 0.279 per SD, p < 0.001; HOMA-IR: 0.175 per SD, p < 0.001) and D6D activity (insulin: 0.001 per SD, p < 0.001; HOMA-IR: 0.006 per SD, p < 0.001), and inversely associated with AA (insulin -0.272 per SD, p < 0.001; HOMA-IR: -0.125 per SD, p = 0.03) and D5D activity (insulin: -0.530 per SD, p < 0.001; HOMA-IR: -0.322 per SD, p < 0.001), while weak or no associations were observed with fasting glucose, and associations appeared to differ by race/ethnicity. After accounting for HOMA-IR at baseline, LA was inversely (HR: 0.87, p = 0.003) and DGLA (HR: 1.17, p < 0.001) and AA (HR: 1.15, p = 0.001) were positively associated with T2D in the overall population, but associations were attenuated or no longer present when stratified by race/ethnicity (P-interaction >0.05)., Conclusions: Results confirm previous reports that omega-6 PUFAs are associated with hyperinsulinemia. Findings suggest omega-6 PUFAs are more likely markers of hyperinsulinemia rather than a protective/risk factor for T2D and indicate racial/ethnic differences in associations, but further research is needed to confirm findings., Competing Interests: Conflict of Interest The authors report no conflicts of interests exist., (Copyright © 2020 Elsevier Ltd and European Society for Clinical Nutrition and Metabolism. All rights reserved.)
- Published
- 2020
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24. Free fatty acids, cardiovascular disease, and mortality in the Multi-Ethnic Study of Atherosclerosis.
- Author
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Nomura SO, Karger AB, Weir NL, Duprez DA, and Tsai MY
- Subjects
- Adult, Aged, Atherosclerosis epidemiology, Cohort Studies, Female, Humans, Linear Models, Male, Middle Aged, Risk Factors, Atherosclerosis blood, Atherosclerosis mortality, Ethnicity statistics & numerical data, Fatty Acids, Nonesterified blood
- Abstract
Background: Fasting free fatty acid (FFA) levels may be associated with cardiovascular disease (CVD) and mortality, but research among generally healthy adults, females, and racially/ethnically diverse populations is lacking., Objective: The primary aim of this project was to investigate prospective associations between fasting FFAs and coronary heart disease (CHD) and CVD incidence and CVD-specific and all-cause mortality in a generally healthy age, sex, and racially/ethnically heterogeneous population., Methods: This study was conducted in the Multi-Ethnic Study of Atherosclerosis cohort using baseline (2000-2002) fasting FFAs and outcome data through 2015 (N = 6678). Cox proportional hazards regression was used to calculate hazard ratios for associations between FFAs and CHD, CVD, CVD-specific mortality, and all-cause mortality. Interactions by age, sex, race/ethnicity, and metabolic syndrome were evaluated by stratification and cross-product terms. A secondary analysis was conducted to evaluate associations between FFAs, and inflammatory and endothelial activation biomarkers were evaluated using linear regression (analytic N range: 964-6662)., Results: FFA levels were not associated with CHD or CVD incidence. Higher FFAs were associated with CVD-specific and all-cause mortality, but associations were attenuated in fully adjusted models with a borderline significant association remaining only for all-cause mortality (fully adjusted, per standard deviation increase hazard ratio = 1.07, 95% confidence interval: 1.00-1.14). Associations did not differ by age, sex, race/ethnicity, or metabolic syndrome., Conclusions: Fasting FFAs were not associated with CHD, CVD, or CVD-specific mortality and were modestly associated with all-cause mortality, regardless of age, sex, race/ethnicity, or metabolic syndrome status., (Copyright © 2020 National Lipid Association. Published by Elsevier Inc. All rights reserved.)
- Published
- 2020
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25. Plasma phospholipid very-long-chain SFAs in midlife and 20-year cognitive change in the Atherosclerosis Risk in Communities (ARIC): a cohort study.
- Author
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Li D, Misialek JR, Jing M, Tsai MY, Eckfeldt JH, Steffen LM, Knopman D, Wruck L, Gottesman R, Mosley TH, Sharrett AR, and Alonso A
- Subjects
- Aged, Atherosclerosis diagnosis, Atherosclerosis psychology, Cognition Disorders diagnosis, Cognition Disorders psychology, Cohort Studies, Eicosanoic Acids blood, Fatty Acids chemistry, Fatty Acids, Unsaturated blood, Female, Humans, Longitudinal Studies, Middle Aged, Prospective Studies, Atherosclerosis blood, Cognition, Cognition Disorders blood, Fatty Acids blood, Phospholipids blood
- Abstract
Background: Very-long-chain SFAs (VLSFAs) have recently gained considerable attention as having beneficial effects on health and aging., Objectives: The objective of this study was to assess the associations of plasma phospholipid VLSFAs [arachidic acid (20:0), behenic acid (22:0), tricosanoic acid (23:0), and lignoceric acid (24:0)] with 20-y cognitive decline in the Atherosclerosis Risk in Communities (ARIC) participants. Furthermore, this study compared the associations of plasma phospholipid VLSFAs with 5 common groups of fatty acids [i.e., total SFAs, total MUFAs, total ω-3 (n-3) PUFAs, total marine-derived ω-3 PUFAs, total ω-6 PUFAs]., Methods: This study used a cohort study design of 3229 ARIC participants enrolled at the Minnesota field center. Fatty acids were measured at visit 1 (1987-1989); and cognition was assessed at visits 2 (1990-1992), 4 (1996-1998), and 5 (2011-2013) using 3 tests: the Delayed Word Recall Test (DWRT), the Digit-Symbol Substitution Test (DSST), and the Word Fluency Test (WFT)., Results: Higher proportions of plasma phospholipid total VLSFAs and each individual VLSFA were associated with less decline in WFT, a test of verbal fluency. For example, 1 SD higher in total VLSFAs at baseline was associated with 0.057 SD (95% CI: 0.018, 0.096, P = 0.004) less cognitive decline over 20 y as measured by WFT score. None of the 5 common fatty acid groups were associated with change in WFT, but a higher proportion of plasma phospholipid total MUFAs was associated with greater decline in DWRT; higher total ω-6 PUFAs with less decline in DWRT; and higher total ω-3 and total marine-derived ω-3 PUFAs with less decline in DSST., Conclusions: This study suggests that higher proportions of plasma phospholipid VLSFAs in midlife may be associated with less 20-y cognitive decline., (Copyright © The Author(s) on behalf of the American Society for Nutrition 2020.)
- Published
- 2020
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26. Apolipoprotein B discordance with low-density lipoprotein cholesterol and non-high-density lipoprotein cholesterol in relation to coronary artery calcification in the Multi-Ethnic Study of Atherosclerosis (MESA).
- Author
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Cao J, Nomura SO, Steffen BT, Guan W, Remaley AT, Karger AB, Ouyang P, Michos ED, and Tsai MY
- Subjects
- Aged, Aged, 80 and over, Atherosclerosis metabolism, Atherosclerosis pathology, Cholesterol blood, Cholesterol, HDL blood, Coronary Artery Disease epidemiology, Coronary Artery Disease pathology, Coronary Vessels metabolism, Coronary Vessels pathology, Female, Humans, Lipids blood, Male, Metabolic Syndrome blood, Metabolic Syndrome metabolism, Metabolic Syndrome pathology, Middle Aged, Odds Ratio, Risk Assessment, Vascular Calcification metabolism, Vascular Calcification pathology, Apolipoproteins B blood, Atherosclerosis blood, Cholesterol, LDL blood, Coronary Artery Disease blood, Vascular Calcification blood
- Abstract
Background: Discordant levels of apolipoprotein B (apo B) relative to low-density lipoprotein cholesterol (LDL-C) or non-high-density lipoprotein cholesterol (non-HDL-C) may be associated with subclinical atherosclerotic cardiovascular disease (ASCVD)., Objective: The present study investigated whether discordance between apo B and LDL-C or non-HDL-C levels was associated with subclinical ASCVD measured by coronary artery calcium (CAC)., Methods: This study was conducted in a subpopulation of the Multi-Ethnic Study of Atherosclerosis (MESA) cohort, aged 45 to 84 years, free of ASCVD, and not taking lipid-lowering medications at the baseline (2000-2002) (prevalence analytic N = 4623; incidence analytic N = 2216; progression analytic N = 3947). Apo B discordance relative to LDL-C and non-HDL-C was defined using residuals and percentile rankings (>5/10/15 percentile). Associations with prevalent and incident CAC (CAC > 0 vs CAC = 0) were assessed using prevalence ratio/relative risk regression and CAC progression (absolute increase/year) using multinomial logistic regression., Results: Higher apo B levels were associated with CAC prevalence, incidence, and progression. Apo B discordance relative to LDL-C or non-HDL-C was inconsistently associated with CAC prevalence and progression. Discordantly high apo B relative to LDL-C and non-HDL-C was associated with CAC progression. Associations for apo B discordance with non-HDL-C remained after further adjustment for metabolic syndrome components., Conclusion: Apo B was associated with CAC among adults aged ≥45 years not taking statins, but provided only modest additional predictive value of apo B for CAC prevalence, incidence, or progression beyond LDL-C or non-HDL-C. Apo B discordance may still be important for ASCVD risk assessment and further research is needed to confirm findings., (Copyright © 2020 National Lipid Association. Published by Elsevier Inc. All rights reserved.)
- Published
- 2020
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27. Predicting Risk for Incident Heart Failure With Omega-3 Fatty Acids: From MESA.
- Author
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Block RC, Liu L, Herrington DM, Huang S, Tsai MY, O'Connell TD, and Shearer GC
- Subjects
- Aged, Aged, 80 and over, Cohort Studies, Fatty Acids, Omega-3, Female, Heart Failure blood, Heart Failure physiopathology, Humans, Incidence, Male, Middle Aged, Proportional Hazards Models, Stroke Volume, Eicosapentaenoic Acid blood, Heart Failure epidemiology
- Abstract
Objectives: The aim of this study was to determine if plasma eicosapentaenoic acid (EPA) abundance (%EPA) is associated with reduced hazard for primary heart failure (HF) events in the MESA (Multi-Ethnic Study of Atherosclerosis) trial., Background: Clinical trials suggest that omega-3 polyunsaturated fatty acids (ω3 PUFAs) prevent sudden death in coronary heart disease and HF, but this is controversial. In mice, the authors demonstrated that the ω3 PUFA EPA prevents contractile dysfunction and fibrosis in an HF model, but whether this extends to humans is unclear., Methods: In the MESA cohort, the authors tested if plasma phospholipid EPA predicts primary HF incidence, including HF with reduced ejection fraction (EF) (EF <45%) and HF with preserved EF (EF ≥45%) using Cox proportional hazards modeling., Results: A total of 6,562 participants 45 to 84 years of age had EPA measured at baseline (1,794 black, 794 Chinese, 1,442 Hispanic, and 2,532 white; 52% women). Over a median follow-up period of 13.0 years, 292 HF events occurred: 128 HF with reduced EF, 110 HF with preserved EF, and 54 with unknown EF status. %EPA in HF-free participants was 0.76% (0.75% to 0.77%) but was lower in participants with HF at 0.69% (0.64% to 0.74%) (p = 0.005). Log %EPA was associated with lower HF incidence (hazard ratio: 0.73 [95% confidence interval: 0.60 to 0.91] per log-unit difference in %EPA; p = 0.001). Adjusting for age, sex, race, body mass index, smoking, diabetes mellitus, blood pressure, lipids and lipid-lowering drugs, albuminuria, and the lead fatty acid for each cluster did not change this relationship. Sensitivity analyses showed no dependence on HF type., Conclusions: Higher plasma EPA was significantly associated with reduced risk for HF, with both reduced and preserved EF. (Multi-Ethnic Study of Atherosclerosis [MESA]; NCT00005487)., (Copyright © 2019 American College of Cardiology Foundation. Published by Elsevier Inc. All rights reserved.)
- Published
- 2019
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28. Oxidized Low-density Lipoprotein and the Incidence of Age-related Macular Degeneration.
- Author
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Klein R, Lee KE, Tsai MY, Cruickshanks KJ, Gangnon RE, and Klein BEK
- Subjects
- Adult, Aged, Aged, 80 and over, Biomarkers blood, Enzyme-Linked Immunosorbent Assay, Female, Follow-Up Studies, Humans, Incidence, Macular Degeneration blood, Macular Degeneration diagnosis, Male, Middle Aged, Oxidation-Reduction, Prognosis, Prospective Studies, Retinal Pigment Epithelium pathology, Time Factors, United States epidemiology, Lipoproteins, LDL blood, Macular Degeneration epidemiology, Visual Acuity
- Abstract
Purpose: To examine the relationship between serum oxidized low-density lipoprotein (ox-LDL) cholesterol and the incidence of age-related macular degeneration (AMD) over a 25-year period in a sample of persons from the population-based Beaver Dam Eye Study (BDES)., Design: Observational prospective cohort study., Participants: A total of 4972 people from the BDES (aged 43-84 years and living in Beaver Dam, Wisconsin in 1988) seen during at least 1 of 6 examination phases at approximately 5-year intervals between 1988 and 2016., Methods: A 50% random sample of participants (N = 2468) was selected for ox-LDL measurements. Stored frozen specimens from every examination phase were processed using an enzyme-linked immunosorbent assay from a single batch. All available intervals were included for a person, resulting in 6586 person-visits., Main Outcome Measures: Age-related macular degeneration was assessed using the Wisconsin Age-related Maculopathy Grading System, and severity was defined using a 5-step severity scale. The severity of the worse eye at each examination was used for analyses. A multi-state Markov (MSM) model was fit to simultaneously assess the ox-LDL relationship to all AMD transitions, including incidence of any AMD, incidence of late AMD, and worsening and improvement of AMD over the 25 years of the study., Results: The mean (standard deviation) level of ox-LDL was 75.3 (23.1) U/L at the baseline examination. When adjusting for age, sex, ARMS2 and CFH risk alleles, and examination phase, the ox-LDL at the beginning of a period was not statistically significantly associated with the incidence of any AMD (hazard ratio per 10 U/L ox-LDL was 1.03, 95% confidence interval 0.98,1.09). Furthermore, ox-LDL was not associated with worsening anywhere along the AMD severity scale, nor with incidence of late AMD. The lack of relationships of ox-LDL to the incidence of any AMD or worsening of AMD remained after adjustment for history of statin use, smoking status, body mass index, and history of cardiovascular disease (data not shown)., Conclusions: Our findings do not provide evidence for statistically significant relationships between ox-LDL and AMD disease development or worsening of AMD., (Copyright © 2018 American Academy of Ophthalmology. Published by Elsevier Inc. All rights reserved.)
- Published
- 2019
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29. Associations of circulating very-long-chain saturated fatty acids and incident type 2 diabetes: a pooled analysis of prospective cohort studies.
- Author
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Fretts AM, Imamura F, Marklund M, Micha R, Wu JHY, Murphy RA, Chien KL, McKnight B, Tintle N, Forouhi NG, Qureshi WT, Virtanen JK, Wong K, Wood AC, Lankinen M, Rajaobelina K, Harris TB, Djoussé L, Harris B, Wareham NJ, Steffen LM, Laakso M, Veenstra J, Samieri C, Brouwer IA, Yu CI, Koulman A, Steffen BT, Helmer C, Sotoodehnia N, Siscovick D, Gudnason V, Wagenknecht L, Voutilainen S, Tsai MY, Uusitupa M, Kalsbeek A, Berr C, Mozaffarian D, and Lemaitre RN
- Subjects
- Adult, Aged, Aged, 80 and over, Female, Humans, Male, Middle Aged, Prospective Studies, Diabetes Mellitus, Type 2 blood, Eicosanoic Acids blood, Fatty Acids blood
- Abstract
Background: Saturated fatty acids (SFAs) of different chain lengths have unique metabolic and biological effects, and a small number of recent studies suggest that higher circulating concentrations of the very-long-chain SFAs (VLSFAs) arachidic acid (20:0), behenic acid (22:0), and lignoceric acid (24:0) are associated with a lower risk of diabetes. Confirmation of these findings in a large and diverse population is needed., Objective: We investigated the associations of circulating VLSFAs 20:0, 22:0, and 24:0 with incident type 2 diabetes in prospective studies., Methods: Twelve studies that are part of the Fatty Acids and Outcomes Research Consortium participated in the analysis. Using Cox or logistic regression within studies and an inverse-variance-weighted meta-analysis across studies, we examined the associations of VLSFAs 20:0, 22:0, and 24:0 with incident diabetes among 51,431 participants., Results: There were 14,276 cases of incident diabetes across participating studies. Higher circulating concentrations of 20:0, 22:0, and 24:0 were each associated with a lower risk of incident diabetes. Pooling across cohorts, the RR (95% CI) for incident diabetes comparing the 90th percentile to the 10th percentile was 0.78 (0.70, 0.87) for 20:0, 0.84 (0.77, 0.91) for 22:0, and 0.75 (0.69, 0.83) for 24:0 after adjustment for demographic, lifestyle, adiposity, and other health factors. Results were fully attenuated in exploratory models that adjusted for circulating 16:0 and triglycerides., Conclusions: Results from this pooled analysis indicate that higher concentrations of circulating VLSFAs 20:0, 22:0, and 24:0 are each associated with a lower risk of diabetes., (Copyright © American Society for Nutrition 2019.)
- Published
- 2019
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30. The Relationship of Retinal Vessel Geometric Characteristics to the Incidence and Progression of Diabetic Retinopathy.
- Author
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Klein R, Lee KE, Danforth L, Tsai MY, Gangnon RE, Meuer SE, Wong TY, Cheung CY, and Klein BEK
- Subjects
- Adult, Aged, Arterial Pressure physiology, Diabetes Mellitus, Type 1 complications, Diabetes Mellitus, Type 2 complications, Diabetic Retinopathy physiopathology, Disease Progression, Female, Follow-Up Studies, Glycated Hemoglobin metabolism, Humans, Incidence, Macular Edema diagnosis, Macular Edema epidemiology, Macular Edema physiopathology, Male, Middle Aged, Photography, Prospective Studies, Retinal Vessels diagnostic imaging, Risk Factors, Diabetic Retinopathy diagnosis, Diabetic Retinopathy epidemiology, Retinal Vessels pathology
- Abstract
Purpose: To examine the relationships of retinal vessel geometric characteristics (RVGCs) to the incidence and progression of diabetic retinopathy (DR)., Design: Observational, prospective cohort study., Participants: Nine hundred ninety-six persons with type 1 diabetes mellitus (T1DM) and 1370 persons with type 2 diabetes mellitus (T2DM) seen at a baseline examination who were eligible for follow-up examinations at subsequent 5-year intervals. A total of 3846 person-interval data from these follow-up examinations are the basis for the analyses., Methods: Diabetic retinopathy and macular edema were assessed by grading of 30° stereoscopic color fundus photographs. Retinal vessel geometric characteristics were assessed using the Singapore I Vessel Assessment program from a digitized copy of 1 of the field 1 fundus photographs obtained at baseline and follow-up., Main Outcome Measures: The 5-year incidence of any DR, progression of DR, and incidence of proliferative diabetic retinopathy (PDR) and clinically significant macular edema (CSME) in right eyes., Results: Incident DR occurred in 45%, progression in 32%, PDR in 10%, and CSME in 5%. While adjusting for glycated hemoglobin, duration of diabetes, and other factors, retinal arteriolar simple tortuosity was associated significantly with the incidence of any DR (odds ratio [OR], 1.17; 95% confidence interval [CI], 1.01-1.35). Retinal venular branching angle was associated significantly with progression of DR (OR, 1.18; 95% CI, 1.03-1.36), retinal venular curvature tortuosity was associated significantly with the incidence of PDR (OR, 1.15; 95% CI, 1.01-1.30), and retinal venular branching angle (OR, 1.41; 95% CI, 1.10-1.82) was associated significantly with the incidence of CSME. There were no significant associations of other RVGCs with any of the DR outcomes in the full multivariate model. Inclusion of all possible RVGCs did not improve the predictive value of the models that already included retinal vessel diameter and baseline DR severity level., Conclusions: Retinal vessel geometric characteristics of the retinal venules were associated with progression of DR; however, most of the RVGCs measured from digitized fundus photographs added little to the assessment of risk of incidence and progression of DR when other risk factors were considered in T1DM and T2DM., (Copyright © 2018 American Academy of Ophthalmology. Published by Elsevier Inc. All rights reserved.)
- Published
- 2018
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31. Circulating oleic acid levels are related to greater risks of cardiovascular events and all-cause mortality: The Multi-Ethnic Study of Atherosclerosis.
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Steffen BT, Duprez D, Szklo M, Guan W, and Tsai MY
- Subjects
- Atherosclerosis epidemiology, Atherosclerosis ethnology, Female, Humans, Male, Middle Aged, Risk Factors, Atherosclerosis blood, Atherosclerosis mortality, Ethnicity statistics & numerical data, Oleic Acid blood
- Abstract
Background: Limited evidence has suggested that circulating levels of the omega-9 fatty acid, oleic acid, may be related to greater risks of adverse cardiovascular outcomes., Objective: We aimed to determine whether plasma oleic acid may be independently associated with clinical and subclinical cardiovascular disease (CVD) and all-cause mortality in a large multiethnic cohort., Methods: Plasma fatty acids were measured by gas chromatography-flame ionization in 6568 participants of the Multi-Ethnic Study of Atherosclerosis. The presence of coronary artery calcium (CAC) and aortic valve calcification (AVC) was determined by computed tomography, and carotid plaque was assessed by ultrasound. Incident CVD was defined as myocardial infarction, fatal coronary heart disease, resuscitated cardiac arrest, stroke, or stroke death. Heart failure (HF) was adjudicated from clinical records. Relative risk regression estimated plasma oleic acid-related rate ratios for prevalent CAC, AVC, and carotid plaque. Cox regression estimated hazard ratios (HRs) for CVD, HF, and all-cause mortality over a median 13-year follow-up., Results: Individuals in top quartiles of oleic acid showed greater rate ratios of CAC, AVC, and carotid plaque (all P < .001), but associations were rendered nonsignificant after adjustment for other risk factors. By contrast, those in top quartiles of plasma oleic acid showed significantly greater risks of incident HF (HR: 2.03; P < .001), CVD (HR: 1.41; P = .008), and all-cause mortality (HR: 1.55; P < .001) than those in referent quartiles independent of typical risk factors as well as plasma omega-3 fatty acid levels., Conclusions: Plasma oleic acid appears to be a risk factor for CVD events and all-cause mortality independent of typical risk factors and plasma omega-3 fatty acids. Additional studies are warranted for confirmation and to further examine whether plasma oleic acid directly contributes to, or serves as a marker of, disease pathogenesis. These findings should not be extrapolated to dietary oleic acid intake., (Copyright © 2018 National Lipid Association. Published by Elsevier Inc. All rights reserved.)
- Published
- 2018
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32. A prospective and longitudinal study of plasma phospholipid saturated fatty acid profile in relation to cardiometabolic biomarkers and the risk of gestational diabetes.
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Zhu Y, Tsai MY, Sun Q, Hinkle SN, Rawal S, Mendola P, Ferrara A, Albert PS, and Zhang C
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- Adult, Biomarkers blood, Blood Glucose, Fatty Acids chemistry, Female, Glucose metabolism, Humans, Longitudinal Studies, Phospholipids administration & dosage, Phospholipids chemistry, Pregnancy, Prospective Studies, Risk Factors, Cardiovascular Diseases blood, Diabetes, Gestational etiology, Fatty Acids administration & dosage, Fatty Acids blood, Phospholipids blood
- Abstract
Background: Data on saturated fatty acids (SFAs) in relation to metabolic function and glucose homeostasis remain controversial. Such data are lacking among pregnant women., Objective: We prospectively investigated objectively measured individual and subclasses of plasma phospholipid SFAs throughout pregnancy in relation to cardiometabolic markers and gestational diabetes mellitus (GDM) risk., Design: Within the National Institute of Child Health and Human Development Fetal Growth Studies-Singleton Cohort of 2802 singleton pregnancies, 107 GDM cases were ascertained via medical record review and matched to 214 non-GDM controls on age, race/ethnicity, and gestational week (GW) at blood collection. Individual plasma phospholipid SFA concentrations were repeatedly measured throughout pregnancy at GWs 10-14, 15-26, 23-31, and 33-39 and also grouped into subclasses of even- or odd-chain SFAs., Results: From GW 10, even-chain SFA concentrations were significantly higher among women who later developed GDM, whereas odd-chain SFAs were significantly lower among GDM cases compared with controls. At GWs 10-14, the SFA palmitic acid (16:0) was positively associated with impaired insulin resistance and cardiometabolic markers and the risk of GDM [adjusted OR comparing the highest with the lowest quartile (aORQ4-Q1): 4.76; 95% CI: 1.72, 13.10; P-trend = 0.001]. In contrast, odd-chain SFAs were inversely related to the previously mentioned markers and GDM risk [aORQ4-Q1 for pentadecanoic acid (15:0): 0.32; 95% CI: 0.11, 0.92; P-trend = 0.025; for heptadecanoic acid (17:0): 0.20; 95% CI: 0.07, 0.58; P-trend = 0.003]. Women with high (median or greater) even-chain SFA concentrations and low (less than median) odd-chain SFAs had a 9.43-fold (95%: CI 3.26-, 27.30-fold) increased risk compared with women with low even-chain and high odd-chain SFA concentrations. Similar results were observed at GWs 15-26., Conclusions: The study provided one of the first lines of evidence suggesting that circulating concentrations of SFAs varying by SFA chain length, as early as GWs 10-14, were significantly and differentially associated with subsequent risk of GDM. Our findings highlight the importance of assessing objectively measured, individual, and subclasses of SFAs to investigate their distinct biological and pathophysiologic roles in glucose homeostasis and cardiometabolic outcomes. This study was registered at www.clinicaltrials.gov as NCT00912132.
- Published
- 2018
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33. Hepatocyte growth factor is associated with progression of atherosclerosis: The Multi-Ethnic Study of Atherosclerosis (MESA).
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Bell EJ, Decker PA, Tsai MY, Pankow JS, Hanson NQ, Wassel CL, Larson NB, Cohoon KP, Budoff MJ, Polak JF, Stein JH, and Bielinski SJ
- Subjects
- Aged, Aged, 80 and over, Atherosclerosis ethnology, Biomarkers metabolism, Calcinosis, Cardiovascular Diseases, Coronary Artery Disease ethnology, Ethnicity, Female, Geography, Humans, Male, Middle Aged, Plaque, Atherosclerotic, Prospective Studies, Regression Analysis, Risk, United States, Atherosclerosis metabolism, Atherosclerosis physiopathology, Disease Progression, Hepatocyte Growth Factor metabolism
- Abstract
Background and Aims: Hepatocyte growth factor (HGF) has previously been associated with risk of stroke, coronary heart disease, and atherosclerosis. We hypothesized that higher circulating HGF is associated with greater progression of measures of atherosclerosis: coronary artery calcium (CAC) and carotid plaque., Methods: Participants aged 45-84 years from the prospective cohort study Multi-Ethnic Study of Atherosclerosis had HGF measured at baseline (between 2000 and 2002) and were followed for progression of atherosclerosis for up to 12 years. CAC was measured at all five exams using the Agatston method. Mixed-effects models were used to examine the association of HGF and CAC progression among 6695 participants with available data. Relative risk regression was used to assess the association between HGF and new or additional carotid plaque between exams 1 and 5 in 3400 participants with available data. All point estimates were adjusted for potential confounding variables., Results: Each standard deviation higher HGF at baseline was associated with 2.9 Agatston units/year greater CAC progression (95% CI: 1.6-4.2, p < 0.0001), and the magnitude of this association differed by race/ethnicity (p value for interaction by race = 0.003). Each standard deviation higher HGF at baseline was associated with a 4% higher risk of new or additional carotid plaque (95% CI: 1.01-1.08, p = 0.005)., Conclusions: Higher levels of HGF were significantly associated with greater progression of atherosclerosis in this large and diverse population. Circulating HGF continues to show promise as a potential clinical biomarker for cardiovascular disease., (Copyright © 2018 Elsevier B.V. All rights reserved.)
- Published
- 2018
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34. A comparison of three apolipoprotein B methods and their associations with incident coronary heart disease risk over a 12-year follow-up period: The Multi-Ethnic Study of Atherosclerosis.
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Cao J, Steffen BT, Guan W, Remaley AT, McConnell JP, Palamalai V, and Tsai MY
- Subjects
- Black or African American, Aged, Asian People, Coronary Disease diagnosis, Coronary Disease ethnology, Female, Hispanic or Latino, Humans, Male, Middle Aged, Prospective Studies, Risk Assessment methods, Risk Assessment statistics & numerical data, Risk Factors, White People statistics & numerical data, Apolipoprotein B-100 blood, Coronary Disease blood
- Abstract
Background: Apolipoprotein B-100 (ApoB) is a well-researched lipoprotein marker used in assessing the risk of coronary heart disease (CHD) development. Despite its continued use at the bedside, ApoB methodologies have not been thoroughly compared and may differentially discriminate CHD risk, resulting in patient misclassification., Objective: This study compared 3 ApoB immunoassays and their associations with incident CHD risk over a 12-year follow-up period in the Multi-Ethnic Study of Atherosclerosis., Methods: Plasma ApoB concentrations were measured in 4679 participants of Multi-Ethnic Study of Atherosclerosis at baseline, using 3 immunoturbidimetric methods. Roche and Kamiya reagent-based methods were analyzed on a Roche modular P analyzer, and the Diazyme reagent-based method was analyzed on a Siemens Dimension analyzer. Cox proportional analysis estimated ApoB-related risk of incident CHD over a median follow-up period of 12.5 years with adjustments for nonlipid CHD risk factors. ApoB concentrations were examined as continuous variables but were also dichotomized based on clinical designations of borderline (100 mg/dL), high (120 mg/dL), and very high ApoB levels (140 mg/dL)., Results: Moderate to strong correlations among ApoB methods were observed (r = 0.79-0.98). ApoB concentrations (per standard deviation) were similarly associated with CHD risk and hazard ratio (95% confidence interval): Roche: 1.16 (1.03-1.30); Kamiya: 1.14 (1.02-1.28); and Diazyme: 1.14 (1.02-1.28)., Conclusion: Although all 3 ApoB were similarly associated with risk of incident CHD over the study period regardless of the reagent type, the bias between methods suggests that these reagents are not fungible, and assay harmonization may be warranted., (Copyright © 2017 National Lipid Association. Published by Elsevier Inc. All rights reserved.)
- Published
- 2018
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35. Rare copy number variants identified in prune belly syndrome.
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Boghossian NS, Sicko RJ, Giannakou A, Dimopoulos A, Caggana M, Tsai MY, Yeung EH, Pankratz N, Cole BR, Romitti PA, Browne ML, Fan R, Liu A, Kay DM, and Mills JL
- Subjects
- Adult, Female, Genotype, Humans, Infant, Newborn, Male, Phenotype, Young Adult, DNA Copy Number Variations, Prune Belly Syndrome genetics, Sequence Analysis, DNA methods
- Abstract
Prune belly syndrome (PBS), also known as Eagle-Barrett syndrome, is a rare congenital disorder characterized by absence or hypoplasia of the abdominal wall musculature, urinary tract anomalies, and cryptorchidism in males. The etiology of PBS is largely unresolved, but genetic factors are implicated given its recurrence in families. We examined cases of PBS to identify novel pathogenic copy number variants (CNVs). A total of 34 cases (30 males and 4 females) with PBS identified from all live births in New York State (1998-2005) were genotyped using Illumina HumanOmni2.5 microarrays. CNVs were prioritized if they were absent from in-house controls, encompassed ≥10 consecutive probes, were ≥20 Kb in size, had ≤20% overlap with common variants in population reference controls, and had ≤20% overlap with any variant previously detected in other birth defect phenotypes screened in our laboratory. We identified 17 candidate autosomal CNVs; 10 cases each had one CNV and four cases each had two CNVs. The CNVs included a 158 Kb duplication at 4q22 that overlaps the BMPR1B gene; duplications of different sizes carried by two cases in the intron of STIM1 gene; a 67 Kb duplication 202 Kb downstream of the NOG gene, and a 1.34 Mb deletion including the MYOCD gene. The identified rare CNVs spanned genes involved in mesodermal, muscle, and urinary tract development and differentiation, which might help in elucidating the genetic contribution to PBS. We did not have parental DNA and cannot identify whether these CNVs were de novo or inherited. Further research on these CNVs, particularly BMP signaling is warranted to elucidate the pathogenesis of PBS., (Copyright © 2017 Elsevier Masson SAS. All rights reserved.)
- Published
- 2018
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36. Apolipoprotein B is associated with carotid atherosclerosis progression independent of individual cholesterol measures in a 9-year prospective study of Multi-Ethnic Study of Atherosclerosis participants.
- Author
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Steffen BT, Guan W, Remaley AT, Stein JH, Tattersall MC, Kaufman J, and Tsai MY
- Subjects
- Carotid Artery Diseases diagnostic imaging, Carotid Artery Diseases ethnology, Carotid Intima-Media Thickness, Female, Humans, Male, Middle Aged, Plaque, Atherosclerotic blood, Plaque, Atherosclerotic diagnostic imaging, Prospective Studies, Apolipoproteins B blood, Carotid Artery Diseases blood, Carotid Artery Diseases pathology, Cholesterol blood, Disease Progression
- Abstract
Background: High blood cholesterol contributes to atherosclerosis, yet reliance on the lipid panel alone may mischaracterize individuals with elevated lipoprotein particle numbers., Objective: The aim of the article was to determine whether elevated lipoprotein or apolipoprotein measures are associated with carotid atherosclerosis and plaque progression independent of cardiovascular (CV) risk factors including standard lipids in a subcohort of 2228 Multi-Ethnic Study of Atherosclerosis participants., Methods: Ultrasonography assessed carotid artery plaque and common carotid intima-media thickness (cIMT) at baseline and after a median period of 9.4 years. Nuclear magnetic resonance spectroscopy estimated lipoprotein particle concentrations. Apolipoprotein B (ApoB) and apolipoprotein A-I were measured using an automated immunoassay. Regression analysis determined associations of apolipoprotein and lipoprotein measurements with cIMT and relative risk regression determined associations with carotid plaque progression., Results: After adjustment for typical CV risk factors, individuals in top quartiles of ApoB, ApoB/apolipoprotein A-I, low-density lipoprotein particles (LDL-P), small LDL-P, and total LDL-P/high-density lipoprotein (HDL) particles showed similar risks of carotid plaque and cIMT progression as LDL-C, non-HDL cholesterol (HDL-C), total cholesterol (TC), and TC/HDL-C. A significant association with plaque progression remained in the top ApoB quartile after further adjustment for LDL-C (P = .02) or TC + HDL-C (P = .04), but was nonsignificant when adjusted for all lipid covariates (P = .086). Those in the top quartile of small LDL-P concentrations showed greater cIMT progression than those in the referent after adjustment for LDL-C, but this was nonsignificant after adjustment for TC + HDL-C., Conclusion: When coupled with evidence that apolipoprotein testing identifies lipid-lipoprotein discordance, these findings suggest that ApoB and small LDL-P provide atherosclerosis risk information that is not revealed by typical CV risk factors., (Copyright © 2017 National Lipid Association. Published by Elsevier Inc. All rights reserved.)
- Published
- 2017
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37. Low high-density lipoprotein cholesterol and particle concentrations are associated with greater levels of endothelial activation markers in Multi-Ethnic Study of Atherosclerosis participants.
- Author
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Steffen BT, Bielinski SJ, Decker PA, Berardi C, Larson NB, Pankow JS, Michos ED, Hanson NQ, Herrington DM, and Tsai MY
- Subjects
- Aged, Aged, 80 and over, Atherosclerosis blood, Atherosclerosis metabolism, Biological Transport, Biomarkers blood, Cross-Sectional Studies, Endothelium pathology, Female, Humans, Male, Middle Aged, Atherosclerosis ethnology, Atherosclerosis pathology, Lipoproteins, HDL blood
- Abstract
Background: High-density lipoproteins (HDL) are well characterized for their role in reverse cholesterol transport but may confer other cardiovascular benefits-specifically, HDL may suppress the endothelial activation cascade in the initiating stages of atherogenesis., Objective: It was the primary aim of this study to examine the relations of HDL cholesterol (HDL-C), total HDL particle (HDL-P) concentrations, and HDL-P subclasses with circulating levels of endothelial activation markers in a subcohort of Multi-Ethnic Study of Atherosclerosis participants., Methods: HDL-C was measured by enzymatic assay, and total HDL-P and subclass concentrations were assessed by nuclear magnetic resonance spectroscopy. Concentrations of circulating endothelial activation markers were determined through immunoassay. Multivariable linear regression was used to determine the cross-sectional associations between HDL variables and endothelial markers with statistical adjustment for age, race/ethnicity, sex, education, systolic blood pressure, hypertension medication use, body mass index, smoking status, lipid-lowering medication use, serum creatinine, diabetes, low-density lipoprotein cholesterol, and coronary artery calcium., Results: HDL-C and HDL-P were found to be inversely associated with soluble vascular cell adhesion molecule-1, soluble vascular intracellular adhesion molecule-1, sL-selectin, and sP-selectin; HDL-P was additionally inversely associated with sE-selectin. Participants with low levels of HDL-C (<40 mg/dL) or HDL-P (<25th percentile) showed 3%-12% higher mean levels of soluble vascular cell adhesion molecule and compared with those above these levels (all P < .01)., Conclusion: Coupled with previous evidence, our findings suggest a modest to moderate relation of HDL and circulating levels of endothelial activation markers in humans. Whether this relationship may have clinical implications in suppressing atherogenesis or coronary heart disease development requires additional research., (Copyright © 2017 National Lipid Association. Published by Elsevier Inc. All rights reserved.)
- Published
- 2017
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38. Discovery and fine-mapping of loci associated with MUFAs through trans-ethnic meta-analysis in Chinese and European populations.
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Hu Y, Tanaka T, Zhu J, Guan W, Wu JHY, Psaty BM, McKnight B, King IB, Sun Q, Richard M, Manichaikul A, Frazier-Wood AC, Kabagambe EK, Hopkins PN, Ordovas JM, Ferrucci L, Bandinelli S, Arnett DK, Chen YI, Liang S, Siscovick DS, Tsai MY, Rich SS, Fornage M, Hu FB, Rimm EB, Jensen MK, Lemaitre RN, Mozaffarian D, Steffen LM, Morris AP, Li H, and Lin X
- Subjects
- Delta-5 Fatty Acid Desaturase, Genome-Wide Association Study, Humans, Asian People genetics, Chromosome Mapping methods, Fatty Acids, Monounsaturated metabolism, Genetic Loci genetics, White People genetics
- Abstract
MUFAs are unsaturated FAs with one double bond and are derived from endogenous synthesis and dietary intake. Accumulating evidence has suggested that plasma and erythrocyte MUFA levels are associated with cardiometabolic disorders, including CVD, T2D, and metabolic syndrome (MS). Previous genome-wide association studies (GWASs) have identified seven loci for plasma and erythrocyte palmitoleic and oleic acid levels in populations of European origin. To identify additional MUFA-associated loci and the potential functional variant at each locus, we performed ethnic-specific GWAS meta-analyses and trans-ethnic meta-analyses in more than 15,000 participants of Chinese and European ancestry. We identified novel genome-wide significant associations for vaccenic acid at FADS1/2 and PKD2L1 [log
10 (Bayes factor) ≥ 8.07] and for gondoic acid at FADS1/2 and GCKR [log10 (Bayes factor) ≥ 6.22], and also observed improved fine-mapping resolutions at FADS1/2 and GCKR loci. The greatest improvement was observed at GCKR , where the number of variants in the 99% credible set was reduced from 16 (covering 94.8 kb) to 5 (covering 19.6 kb, including a missense variant rs1260326) after trans-ethnic meta-analysis. We also confirmed the previously reported associations of PKD2L1 , FADS1/2 , GCKR , and HIF1AN with palmitoleic acid and of FADS1/2 and LPCAT3 with oleic acid in the Chinese-specific GWAS and the trans-ethnic meta-analyses. Pathway-based analyses suggested that the identified loci were in unsaturated FA metabolism and signaling pathways. Our findings provide novel insight into the genetic basis relevant to MUFA metabolism and biology., (Copyright © 2017 by the American Society for Biochemistry and Molecular Biology, Inc.)- Published
- 2017
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39. Assessment of postprandial triglycerides in clinical practice: Validation in a general population and coronary heart disease patients.
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Perez-Martinez P, Alcala-Diaz JF, Kabagambe EK, Garcia-Rios A, Tsai MY, Delgado-Lista J, Kolovou G, Straka RJ, Gomez-Delgado F, Hopkins PN, Marin C, Borecki I, Yubero-Serrano EM, Hixson JE, Camargo A, Province MA, Lopez-Moreno J, Rodriguez-Cantalejo F, Tinahones FJ, Mikhailidis DP, Perez-Jimenez F, Arnett DK, Ordovas JM, and Lopez-Miranda J
- Subjects
- Adult, Age Factors, Aged, Coronary Artery Disease epidemiology, Dietary Fats, Female, Humans, Hyperlipidemias diagnosis, Hyperlipidemias epidemiology, Logistic Models, Male, Middle Aged, Odds Ratio, Postprandial Period, Prevalence, Coronary Artery Disease diagnosis, Triglycerides blood
- Abstract
Background: Previous studies have suggested that for clinical purposes, subjects with fasting triglycerides (TGs) between 89-180 mg/dl (1-2 mmol/l) would benefit from postprandial TGs testing., Objective: To determine the postprandial TG response in 2 independent studies and validate who should benefit diagnostically from an oral-fat tolerance test (OFTT) in clinical practice., Methods: A population of 1002 patients with coronary heart disease (CHD) from the CORDIOPREV clinical trial and 1115 white US subjects from the GOLDN study underwent OFTTs. Subjects were classified into 3 groups according to fasting cut points of TGs to predict the usefulness of OFTT: (1) TG < 89 mg/dl (<1 mmol/l); (2) TG, 89-180 mg/dl (1-2 mmol/l); and (3) TG > 180 mg/dl (>2 mmol/l). Postprandial TG concentration at any point > 220 mg/dl (>2.5 mmol/l) has been pre-established as an undesirable postprandial response., Results: Of the total, 49% patients with CHD and 42% from the general population showed an undesirable response after the OFTT. The prevalence of undesirable postprandial TG in the CORDIOPREV clinical trial was 12.8, 50.3, and 89.7%, in group 1, 2, and 3, respectively (P < .001) and 11.2, 58.1, and 97.5% in group 1, 2, and 3, respectively (P < .001) in the GOLDN study., Conclusions: These two studies validate the predictive values reported in a previous consensus. Moreover, the findings of the CORDIOPREV and GOLDN studies show that an OFTT is useful to identify postprandial hyperlipidemia in subjects with fasting TG between 1-2 mmol/l (89-180 mg/dL), because approximately half of them have hidden postprandial hyperlipidemia, which may influence treatment. An OFTT does not provide additional information regarding postprandial hyperlipidemia in subjects with low TG (<1 mmol/l, <89 mg/dL) or increased TG (>2 mmol/l, >180 mg/dl)., (Copyright © 2016 National Lipid Association. Published by Elsevier Inc. All rights reserved.)
- Published
- 2016
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40. ABO blood group associations with markers of endothelial dysfunction in the Multi-Ethnic Study of Atherosclerosis.
- Author
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Larson NB, Bell EJ, Decker PA, Pike M, Wassel CL, Tsai MY, Pankow JS, Tang W, Hanson NQ, Alexander K, Zakai NA, Cushman M, and Bielinski SJ
- Subjects
- Aged, Aged, 80 and over, Alleles, Atherosclerosis ethnology, Cell Adhesion, E-Selectin blood, E-Selectin genetics, Ethnicity, Female, Genetic Predisposition to Disease, Genotype, Humans, Intercellular Adhesion Molecule-1 blood, Intercellular Adhesion Molecule-1 genetics, Linear Models, Male, Middle Aged, P-Selectin blood, P-Selectin genetics, Polymorphism, Genetic, von Willebrand Factor genetics, von Willebrand Factor metabolism, ABO Blood-Group System, Atherosclerosis blood, Atherosclerosis genetics, Endothelium, Vascular pathology
- Abstract
Background and Aims: ABO blood type is associated with cardiovascular disease, although the underlying mechanisms are presumed to be complex. While the relationship between non-O blood types and von Willebrand Factor (vWF) is well-established, associations with cellular adhesion molecules (CAMs) across diverse populations are understudied., Methods: We genetically inferred ABO alleles for N = 6202 participants from the Multi-Ethnic Study of Atherosclerosis. Linear regression was used to evaluate associations between major ABO allele dosages and log-transformed measurements of vWF (N = 924), soluble E-selectin (sE-selectin, N = 925), soluble P-selectin (sP-selectin, N = 2392), and soluble ICAM-1 (sICAM-1, N = 2236) by race/ethnicity., Results: For the selectins, the A1 allele was associated with significantly lower levels for all races/ethnicities, with each additional allele resulting in a 28-39% decrease in sE-selectin and 10-18% decrease in sP-selectin relative to Type O subjects. However, the A2 allele demonstrated effect heterogeneity across race/ethnicity for sE-selectin, with lower levels for non-Hispanic whites (p = 0.0011) but higher levels for Hispanics (p = 0.0021). We also identified elevated sP-selectin levels for B-allele carriers solely in Hispanic participants (p = 1.0E-04). ABO-by-race/ethnicity interactions were significant for both selectins (p < 0.0125). More modest associations were observed between A1 allele dosage and levels of sICAM-1, with ABO alleles explaining 0.8-1.1% of the total phenotypic variation within race/ethnicity. ABO associations with vWF activity were consistent across race/ethnicity, with B allele carriers corresponding to the highest vWF activity levels., Conclusions: ABO blood type demonstrates complex associations with endothelial markers that are largely generalizable across diverse populations., (Copyright © 2016 Elsevier Ireland Ltd. All rights reserved.)
- Published
- 2016
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41. Interaction of methylation-related genetic variants with circulating fatty acids on plasma lipids: a meta-analysis of 7 studies and methylation analysis of 3 studies in the Cohorts for Heart and Aging Research in Genomic Epidemiology consortium.
- Author
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Ma Y, Follis JL, Smith CE, Tanaka T, Manichaikul AW, Chu AY, Samieri C, Zhou X, Guan W, Wang L, Biggs ML, Chen YD, Hernandez DG, Borecki I, Chasman DI, Rich SS, Ferrucci L, Irvin MR, Aslibekyan S, Zhi D, Tiwari HK, Claas SA, Sha J, Kabagambe EK, Lai CQ, Parnell LD, Lee YC, Amouyel P, Lambert JC, Psaty BM, King IB, Mozaffarian D, McKnight B, Bandinelli S, Tsai MY, Ridker PM, Ding J, Mstat KL, Liu Y, Sotoodehnia N, Barberger-Gateau P, Steffen LM, Siscovick DS, Absher D, Arnett DK, Ordovás JM, and Lemaitre RN
- Subjects
- ATP Binding Cassette Transporter 1 metabolism, Apolipoproteins E blood, Apolipoproteins E genetics, Apolipoproteins E metabolism, Cohort Studies, Diet adverse effects, Eicosapentaenoic Acid analysis, Fatty Acids analysis, Fatty Acids blood, Humans, Lipids blood, Lipids chemistry, Promoter Regions, Genetic, Triglycerides blood, Triglycerides chemistry, ATP Binding Cassette Transporter 1 genetics, Cholesterol, HDL blood, DNA Methylation, Eicosapentaenoic Acid blood, Epigenesis, Genetic, Gene Expression Regulation, Polymorphism, Single Nucleotide
- Abstract
Background: DNA methylation is influenced by diet and single nucleotide polymorphisms (SNPs), and methylation modulates gene expression., Objective: We aimed to explore whether the gene-by-diet interactions on blood lipids act through DNA methylation., Design: We selected 7 SNPs on the basis of predicted relations in fatty acids, methylation, and lipids. We conducted a meta-analysis and a methylation and mediation analysis with the use of data from the CHARGE (Cohorts for Heart and Aging Research in Genomic Epidemiology) consortium and the ENCODE (Encyclopedia of DNA Elements) consortium., Results: On the basis of the meta-analysis of 7 cohorts in the CHARGE consortium, higher plasma HDL cholesterol was associated with fewer C alleles at ATP-binding cassette subfamily A member 1 (ABCA1) rs2246293 (β = -0.6 mg/dL, P = 0.015) and higher circulating eicosapentaenoic acid (EPA) (β = 3.87 mg/dL, P = 5.62 × 10(21)). The difference in HDL cholesterol associated with higher circulating EPA was dependent on genotypes at rs2246293, and it was greater for each additional C allele (β = 1.69 mg/dL, P = 0.006). In the GOLDN (Genetics of Lipid Lowering Drugs and Diet Network) study, higher ABCA1 promoter cg14019050 methylation was associated with more C alleles at rs2246293 (β = 8.84%, P = 3.51 × 10(18)) and lower circulating EPA (β = -1.46%, P = 0.009), and the mean difference in methylation of cg14019050 that was associated with higher EPA was smaller with each additional C allele of rs2246293 (β = -2.83%, P = 0.007). Higher ABCA1 cg14019050 methylation was correlated with lower ABCA1 expression (r = -0.61, P = 0.009) in the ENCODE consortium and lower plasma HDL cholesterol in the GOLDN study (r = -0.12, P = 0.0002). An additional mediation analysis was meta-analyzed across the GOLDN study, Cardiovascular Health Study, and the Multi-Ethnic Study of Atherosclerosis. Compared with the model without the adjustment of cg14019050 methylation, the model with such adjustment provided smaller estimates of the mean plasma HDL cholesterol concentration in association with both the rs2246293 C allele and EPA and a smaller difference by rs2246293 genotypes in the EPA-associated HDL cholesterol. However, the differences between 2 nested models were NS (P > 0.05)., Conclusion: We obtained little evidence that the gene-by-fatty acid interactions on blood lipids act through DNA methylation., (© 2016 American Society for Nutrition.)
- Published
- 2016
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42. Sex and ethnic differences in the associations between lipoprotein(a) and peripheral arterial disease in the Multi-Ethnic Study of Atherosclerosis.
- Author
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Forbang NI, Criqui MH, Allison MA, Ix JH, Steffen BT, Cushman M, and Tsai MY
- Subjects
- Black or African American, Aged, Aged, 80 and over, Ankle Brachial Index, Asian, Biomarkers blood, Female, Humans, Incidence, Logistic Models, Male, Middle Aged, Multivariate Analysis, Nephelometry and Turbidimetry, Odds Ratio, Peripheral Arterial Disease diagnosis, Prevalence, Prospective Studies, Risk Factors, Sex Factors, United States epidemiology, Up-Regulation, White People, Hispanic or Latino, Lipoprotein(a) blood, Peripheral Arterial Disease blood, Peripheral Arterial Disease ethnology
- Abstract
Objective: Higher lipoprotein(a) [Lp(a)] has been linked with peripheral arterial disease (PAD). Also, elevated Lp(a) serum levels have been observed in women and African Americans (AAs). It remains uncertain if sex and ethnicity modify the association between Lp(a) and PAD., Methods: Lp(a) mass concentration was measured with a latex-enhanced turbidimetric immunoassay, from blood collected at baseline clinic visits after a 12-hour fast, in a multiethnic cohort. Also at baseline, the ankle-brachial index was measured. PAD was defined as an ankle-brachial index <1.0. Multivariable logistic regression was used to determine sex and ethnic differences in associations of log-transformed Lp(a) and the presence of PAD., Results: In 4618 participants, the mean age was 62 ± 10 years; Lp(a) mean was 30 ± 32 mg/dL and median (interquartile range) was 18 (8-40 mg/dL); 48% were male; 36% were European American, 29% were AA, 23% were Hispanic American (HA), and 12% were Chinese American; and 11% had PAD. Across all ethnic groups, serum Lp(a) was higher among women compared with men and highest among AAs compared with other ethnicities. After adjustments for traditional cardiovascular disease risk factors (age, sex, ethnicity, hypertension, diabetes, smoking, total cholesterol, and high-density lipoprotein cholesterol) as well as interleukin-6, fibrinogen, D-dimer, and homocysteine levels, one log unit increase in Lp(a) was associated with greater odds for PAD (odds ratio [OR], 1.12; 95% confidence interval [CI], 1.01-1.25). In fully adjusted models, significant gender(∗)ln[Lp(a)] and ethnicity(∗)ln[Lp(a)] interactions were observed (P = .08 for both). The association between higher Lp(a) and PAD was strongest in HA men (OR, 1.73; 95% CI, 1.07-2.80) and HA women (OR, 1.49; 95% CI, 1.07-2.08). Nonsignificant associations were observed for European American, AA, and Chinese American men and women., Conclusions: We observed a significant and independent association between elevated Lp(a) and PAD only among HA women and men, despite higher serum Lp(a) levels among AAs. Future studies are needed to determine the role that lowering of Lp(a) may have on the burden of PAD in HAs., (Copyright © 2016. Published by Elsevier Inc.)
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- 2016
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43. P-selectin and subclinical and clinical atherosclerosis: the Multi-Ethnic Study of Atherosclerosis (MESA).
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Bielinski SJ, Berardi C, Decker PA, Kirsch PS, Larson NB, Pankow JS, Sale M, de Andrade M, Sicotte H, Tang W, Hanson NQ, Wassel CL, Polak JF, and Tsai MY
- Subjects
- Black or African American, Aged, Aged, 80 and over, Asian, Asymptomatic Diseases, Biomarkers blood, Carotid Artery Diseases diagnosis, Carotid Artery Diseases ethnology, Carotid Intima-Media Thickness, Coronary Angiography, Coronary Artery Disease diagnosis, Coronary Artery Disease ethnology, Female, Hispanic or Latino, Humans, Incidence, Kaplan-Meier Estimate, Linear Models, Male, Middle Aged, Predictive Value of Tests, Proportional Hazards Models, Risk Factors, Sex Factors, United States epidemiology, Vascular Calcification diagnosis, Vascular Calcification ethnology, White People, Carotid Artery Diseases blood, Coronary Artery Disease blood, P-Selectin blood, Vascular Calcification blood
- Abstract
Objective: P-selectin is a cellular adhesion molecule that has been shown to be crucial in development of coronary heart disease (CHD). We sought to determine the role of P-selectin on the risk of atherosclerosis in a large multi-ethnic population., Methods: Data from the Multi-Ethnic Study of Atherosclerosis (MESA), including 1628 African, 702 Chinese, 2393 non-Hispanic white, and 1302 Hispanic Americans, were used to investigate the association of plasma P-selectin with CHD risk factors, coronary artery calcium (CAC), intima-media thickness, and CHD. Regression models were used to investigate the association between P-selectin and risk factors, Tobit model for CAC, and Cox regression for CHD events., Results: Mean levels of P-selectin differed by ethnicity and were higher in men (P<0.001). For all ethnic groups, P-selectin was positively associated with measures of adiposity, blood pressure, current smoking, LDL, and triglycerides and inversely with HDL. A significant ethnic interaction was observed for the association of P-selectin and prevalent diabetes; however, P-selectin was positively associated with HbA1c in all groups. Higher P-selectin levels were associated with greater prevalence of CAC. Over 10.1 years of follow-up, there were 335 incident CHD events. There was a positive linear association between P-selectin levels and rate of incident CHD after adjustment for traditional risk factors. However, association was only significant in non-Hispanic white Americans (HR: 1.81, 95% CI 1.07 to 3.07, P=0.027)., Conclusion: We observed ethnic heterogeneity in the association of P-selectin and risk of CHD., (Copyright © 2015 Elsevier Ireland Ltd. All rights reserved.)
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- 2015
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44. Soluble P-selectin predicts lower extremity peripheral artery disease incidence and change in the ankle brachial index: the Multi-Ethnic Study of Atherosclerosis (MESA).
- Author
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Wassel CL, Berardi C, Pankow JS, Larson NB, Decker PA, Hanson NQ, Tsai MY, Criqui MH, Allison MA, and Bielinski SJ
- Subjects
- Aged, Aged, 80 and over, Ankle Brachial Index, Blood Coagulation, Cohort Studies, Disease Progression, Ethnicity, Female, Humans, Incidence, Inflammation blood, Male, Middle Aged, Prevalence, Proportional Hazards Models, Risk Factors, Atherosclerosis blood, Atherosclerosis ethnology, P-Selectin blood, Peripheral Arterial Disease blood
- Abstract
Objective: To determine the association of circulating P-selectin with prevalent and incident peripheral artery disease (PAD), the ankle brachial index (ABI), and change in the ABI., Methods: The Multi-Ethnic Study of Atherosclerosis (MESA) is a prospective population-based cohort study including 6814 European descent, African American, Hispanic and Chinese men and women aged 45-84 at baseline. Four clinical exams took place after the baseline exam. After excluding those with ABI>1.4, prevalent and incident PAD were defined as an ABI≤0.90. ABI progression was defined as progression from a normal ABI (0.91-1.4) to abnormal (≤0.90 or >1.4) at a later exam., Results: In adjusted models, each SD (13 ng/mL) higher P-selectin was significantly associated with 0.007 lower ABI (95% CI ((-0.011, -0.004)), p < 0.001), and an average change in the ABI of -0.006 ((-0.010, -0.003, p < 0.001). P-selectin was significantly associated with a 1.17-fold greater odds of prevalent PAD ((1.02, 1.33), p = 0.03), and a 30% greater risk of incident PAD ((1.11, 1.53), p = 0.001), as well as progression from a normal ABI to an ABI≤ 0.90 (p = 0.003), but not to an ABI>1.4 (p = 0.96). Addition of P-selectin to models containing traditional PAD risk factors and markers of inflammation/coagulation significantly improved the net reclassification for ABI progression (p = 0.03), but was only marginally significant for incident PAD (p = 0.06)., Conclusions: P-selectin is significantly associated with the development of PAD. However, further research is needed in population-based studies to confirm prospective associations of P-selectin with incident PAD and change in the ABI, as well as its potential predictive ability., (Copyright © 2015 Elsevier Ireland Ltd. All rights reserved.)
- Published
- 2015
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45. Genetic loci associated with circulating phospholipid trans fatty acids: a meta-analysis of genome-wide association studies from the CHARGE Consortium.
- Author
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Mozaffarian D, Kabagambe EK, Johnson CO, Lemaitre RN, Manichaikul A, Sun Q, Foy M, Wang L, Wiener H, Irvin MR, Rich SS, Wu H, Jensen MK, Chasman DI, Chu AY, Fornage M, Steffen L, King IB, McKnight B, Psaty BM, Djoussé L, Chen IY, Wu JH, Siscovick DS, Ridker PM, Tsai MY, Rimm EB, Hu FB, and Arnett DK
- Subjects
- Black or African American genetics, Arachidonic Acid blood, Asian genetics, Biomarkers blood, Delta-5 Fatty Acid Desaturase, Fatty Acids, Omega-6 blood, Gene Frequency, Genotyping Techniques, Humans, Polymorphism, Single Nucleotide, White People genetics, Genetic Association Studies methods, Genetic Loci, Phospholipids blood, Trans Fatty Acids blood
- Abstract
Background: Circulating trans fatty acids (TFAs), which cannot be synthesized by humans, are linked to adverse health outcomes. Although TFAs are obtained from diet, little is known about subsequent influences (e.g., relating to incorporation, metabolism, or intercompetition with other fatty acids) that could alter circulating concentrations and possibly modulate or mediate impacts on health., Objective: The objective was to elucidate novel biologic pathways that may influence circulating TFAs by evaluating associations between common genetic variation and TFA biomarkers., Design: We performed meta-analyses using 7 cohorts of European-ancestry participants (n = 8013) having measured genome-wide variation in single-nucleotide polymorphisms (SNPs) and circulating TFA biomarkers (erythrocyte or plasma phospholipids), including trans-16:1n-7, total trans-18:1, trans/cis-18:2, cis/trans-18:2, and trans/trans-18:2. We further evaluated SNPs with genome-wide significant associations among African Americans (n = 1082), Chinese Americans (n = 669), and Hispanic Americans (n = 657) from 2 of these cohorts., Results: Among European-ancestry participants, 31 SNPs in or near the fatty acid desaturase (FADS) 1 and 2 cluster were associated with cis/trans-18:2; a top hit was rs174548 (β = 0.0035, P = 4.90 × 10(-15)), an SNP previously associated with circulating n-3 and n-6 polyunsaturated fatty acid concentrations. No significant association was identified for other TFAs. rs174548 in FADS1/2 was also associated with cis/trans-18:2 in Hispanic Americans (β = 0.0053, P = 1.05 × 10(-6)) and Chinese Americans (β = 0.0028, P = 0.002) but not African Americans (β = 0.0009, P = 0.34); however, in African Americans, fine mapping identified a top hit in FADS2 associated with cis/trans-18:2 (rs174579: β = 0.0118, P = 4.05 × 10(-5)). The association between rs174548 and cis/trans-18:2 remained significant after further adjustment for individual circulating n-3 and n-6 fatty acids, except arachidonic acid. After adjustment for arachidonic acid concentrations, the association between rs174548 and cis/trans-18:2 was nearly eliminated in European-ancestry participants (β-coefficient reduced by 86%), with similar reductions in Hispanic Americans and Chinese Americans., Conclusions: Our findings provide novel evidence for genetic regulation of cis/trans-18:2 by the FADS1/2 cluster and suggest that this regulation may be influenced/mediated by concentrations of arachidonic acid, an n-6 polyunsaturated fat., (© 2015 American Society for Nutrition.)
- Published
- 2015
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46. Genetic loci associated with circulating levels of very long-chain saturated fatty acids.
- Author
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Lemaitre RN, King IB, Kabagambe EK, Wu JH, McKnight B, Manichaikul A, Guan W, Sun Q, Chasman DI, Foy M, Wang L, Zhu J, Siscovick DS, Tsai MY, Arnett DK, Psaty BM, Djousse L, Chen YD, Tang W, Weng LC, Wu H, Jensen MK, Chu AY, Jacobs DR Jr, Rich SS, Mozaffarian D, Steffen L, Rimm EB, Hu FB, Ridker PM, Fornage M, and Friedlander Y
- Subjects
- Cohort Studies, Genetic Variation, Humans, Fatty Acids blood, Genetic Loci, Genome-Wide Association Study methods
- Abstract
Very long-chain saturated fatty acids (VLSFAs) are saturated fatty acids with 20 or more carbons. In contrast to the more abundant saturated fatty acids, such as palmitic acid, there is growing evidence that circulating VLSFAs may have beneficial biological properties. Whether genetic factors influence circulating levels of VLSFAs is not known. We investigated the association of common genetic variation with plasma phospholipid/erythrocyte levels of three VLSFAs by performing genome-wide association studies in seven population-based cohorts comprising 10,129 subjects of European ancestry. We observed associations of circulating VLSFA concentrations with common variants in two genes, serine palmitoyl-transferase long-chain base subunit 3 (SPTLC3), a gene involved in the rate-limiting step of de novo sphingolipid synthesis, and ceramide synthase 4 (CERS4). The SPTLC3 variant at rs680379 was associated with higher arachidic acid (20:0 , P = 5.81 × 10(-13)). The CERS4 variant at rs2100944 was associated with higher levels of 20:0 (P = 2.65 × 10(-40)) and in analyses that adjusted for 20:0, with lower levels of behenic acid (P = 4.22 × 10(-26)) and lignoceric acid (P = 3.20 × 10(-21)). These novel associations suggest an inter-relationship of circulating VLSFAs and sphingolipid synthesis., (Copyright © 2015 by the American Society for Biochemistry and Molecular Biology, Inc.)
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- 2015
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47. Methylation at CPT1A locus is associated with lipoprotein subfraction profiles.
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Frazier-Wood AC, Aslibekyan S, Absher DM, Hopkins PN, Sha J, Tsai MY, Tiwari HK, Waite LL, Zhi D, and Arnett DK
- Subjects
- Carnitine O-Palmitoyltransferase genetics, Female, Humans, Lipoproteins, LDL genetics, Lipoproteins, VLDL genetics, Male, Carnitine O-Palmitoyltransferase metabolism, CpG Islands, DNA Methylation, Genetic Loci, Lipoproteins, LDL blood, Lipoproteins, VLDL blood
- Abstract
Lipoprotein subfractions help discriminate cardiometabolic disease risk. Genetic loci validated as associating with lipoprotein measures do not account for a large proportion of the individual variation in lipoprotein measures. We hypothesized that DNA methylation levels across the genome contribute to interindividual variation in lipoprotein measures. Using data from participants of the Genetics of Lipid Lowering Drugs and Diet Network (n = 663 for discovery and n = 331 for replication stages, respectively), we conducted the first systematic screen of the genome to determine associations between methylation status at ∼470,000 cytosine-guanine dinucleotide (CpG) sites in CD4(+) T cells and 14 lipoprotein subfraction measures. We modeled associations between methylation at each CpG site and each lipoprotein measure separately using linear mixed models, adjusted for age, sex, study site, cell purity, and family structure. We identified two CpGs, both in the carnitine palmitoyltransferase-1A (CPT1A) gene, which reached significant levels of association with VLDL and LDL subfraction parameters in both discovery and replication phases (P < 1.1 × 10(-7) in the discovery phase, P < .004 in the replication phase, and P < 1.1 × 10(-12) in the full sample). CPT1A is regulated by PPARα, a ligand for drugs used to reduce CVD. Our associations between methylation in CPT1A and lipoprotein measures highlight the epigenetic role of this gene in metabolic dysfunction.
- Published
- 2014
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48. Plasma cis-vaccenic acid and risk of heart failure with antecedent coronary heart disease in male physicians.
- Author
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Djoussé L, Matsumoto C, Hanson NQ, Weir NL, Tsai MY, and Gaziano JM
- Subjects
- Aged, Case-Control Studies, Confidence Intervals, Fatty Acids blood, Follow-Up Studies, Heart Failure prevention & control, Humans, Logistic Models, Male, Middle Aged, Multivariate Analysis, Odds Ratio, Physicians, Prospective Studies, Reproducibility of Results, Risk Factors, Surveys and Questionnaires, Coronary Disease blood, Heart Failure blood, Oleic Acids blood
- Abstract
Background & Aims: Although an inverse association of red blood cell cis-vaccenic acid and risk of myocardial infarction has been reported, it is unclear whether cis-vaccenic acid might lower the risk of heart failure (HF) with antecedent coronary heart disease (CHD). We sought to examine the relation of plasma cis-vaccenic acid with HF with antecedent CHD., Methods: This nested case-control study was based on 788 incident HF cases (of whom 258 cases had antecedent CHD) and 788 controls. Each control was selected using a risk set sampling technique at the time of the occurrence of the index case and matched on year of birth, age at blood collection, and race. Fatty acids were measured using gas chromatography and incident HF was self-reported on annual questionnaires and validation in a subsample using medical records., Results: In a multivariable conditional logistic regression, the odds ratio (95% confidence interval) for HF with prior CHD were 1.0 (ref), 0.72 (0.33-1.57), 0.28 (0.12-0.67), and 0.23 (0.09-0.58) across consecutive quartiles of cis-vaccenic acid (p_trend 0.0004). Each standard deviation of cis-vaccenic acid was associated with a 41% lower risk of HF with antecedent CHD (95% CI: 17%-59%) in a multivariable adjusted model., Conclusions: Our data suggest that higher plasma levels of plasma cis-vaccenic acid may be associated with a lower risk of HF with antecedent CHD. Confirmation of these results in the general population including women and other ethnic groups is warranted., (Copyright © 2013 Elsevier Ltd and European Society for Clinical Nutrition and Metabolism. All rights reserved.)
- Published
- 2014
- Full Text
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49. Plasma and serum L-selectin and clinical and subclinical cardiovascular disease: the Multi-Ethnic Study of Atherosclerosis (MESA).
- Author
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Berardi C, Decker PA, Kirsch PS, de Andrade M, Tsai MY, Pankow JS, Sale MM, Sicotte H, Tang W, Hanson N, Polak JF, and Bielinski SJ
- Subjects
- Black or African American, Aged, Aged, 80 and over, Ankle Brachial Index, Asian, Atherosclerosis pathology, Atherosclerosis physiopathology, Biomarkers blood, Calcium metabolism, Cardiovascular Diseases pathology, Cardiovascular Diseases physiopathology, Carotid Intima-Media Thickness, Case-Control Studies, Coronary Vessels metabolism, Female, Hispanic or Latino, Humans, Male, Middle Aged, Risk Factors, Translational Research, Biomedical, White People, Atherosclerosis blood, Cardiovascular Diseases blood, L-Selectin blood
- Abstract
L-selectin has been suggested to play a role in atherosclerosis. Previous studies on cardiovascular disease (CVD) and serum or plasma L-selectin are inconsistent. The association of serum L-selectin (sL-selectin) with carotid intima-media thickness, coronary artery calcium, ankle-brachial index (subclinical CVD), and incident CVD was assessed in 2403 participants in the Multiethnic Study of Atherosclerosis. Regression analysis and the Tobit model were used to study subclinical disease; Cox proportional hazards regression, for incident CVD. Mean age was 63 ± 10 years and 47% were male. Mean sL-selectin was significantly different across ethnicities. Within each race/ethnicity, sL-selectin was associated with age and sex; among non-Hispanic whites and African Americans, it was associated with smoking status and current alcohol use. sL-selectin levels did not predict subclinical or clinical CVD after correction for multiple comparisons. Conditional logistic regression models were used to study the association of plasma L-selectin and CVD in 154 incident CVD cases, and 306 age-, sex-, and ethnicity-matched control subjects. The median follow-up time was 8.5 years. L-selectin levels in plasma were significantly lower than in serum and the overall concordance was low. Plasma levels were not associated with CVD. In conclusion, in this large, multiethnic population, soluble L-selectin levels did not predict clinical or subclinical CVD., (Copyright © 2014 Mosby, Inc. All rights reserved.)
- Published
- 2014
- Full Text
- View/download PDF
50. Plasma phospholipid saturated fatty acids and heart failure risk in the Physicians' Health Study.
- Author
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Matsumoto C, Hanson NQ, Tsai MY, Glynn RJ, Gaziano JM, and Djoussé L
- Subjects
- Aged, Case-Control Studies, Cohort Studies, Double-Blind Method, Follow-Up Studies, Heart Failure epidemiology, Humans, Incidence, Logistic Models, Male, Medical Records, Middle Aged, Palmitic Acid blood, Phospholipids chemistry, Physicians, Prospective Studies, Risk Factors, Surveys and Questionnaires, United States epidemiology, Fatty Acids blood, Heart Failure blood, Phospholipids blood
- Abstract
Background & Aims: Previous studies have suggested that some plasma phospholipid saturated fatty acids (SFA) are associated with an increased risk of coronary heart disease and hypertension, major risk factors for heart failure (HF). However, little is known about the association between SFA and HF. This study examines associations of individual plasma phospholipid SFA with HF risk in US male physicians., Methods: The current ancillary study used a prospective nested matched case-control design to select 788 cases of incident HF and 788 controls. Plasma phospholipid SFAs were measured using gas chromatography. HF was self-reported on follow-up questionnaires and validated by review of medical records in a subsample. We used conditional logistic regression to estimate relative risks., Results: Mean age was 58.7 ± 8.0 years. One standard deviation higher plasma phospholipid 16:0 was associated with an odds ratio (95% CI) of 1.20 (1.04, 1.38) controlling for established HF risk factors and other SFAs (p = 0.042). However, this association was not significant after Bonferroni correction (p > 0.008). We did not observe associations between other SFAs (14:0, 15:0, 18:0, 20:0, or 22:0) and HF risk (all p for trend > 0.05)., Conclusions: Our data suggested no association between plasma phospholipid SFAs and HF in US male physicians., (Copyright © 2013 Elsevier Ltd and European Society for Clinical Nutrition and Metabolism. All rights reserved.)
- Published
- 2013
- Full Text
- View/download PDF
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