Background
Haptoglobin (HP) is an acute phase protein that binds to freely circulating hemoglobin. HP exists as two distinct forms, HP1 and HP2. The longer HP2 form has been associated with cardiovascular (CVD) events and mortality in individuals with type 2 diabetes (T2DM).
Methods
This study examined the association of HP genotypes with subclinical CVD, T2DM risk, and associated risk factors in a T2DM-enriched sample. Haptoglobin genotypes were determined in 1208 European Americans (EA) from 473 Diabetes Heart Study (DHS) families via PCR. Three promoter SNPs (rs5467, rs5470, and rs5471) were also genotyped.
Results
Analyses revealed association between HP2-2 duplication and increased carotid intima-media thickness (IMT; p = 0.001). No association between HP and measures of calcified arterial plaque were observed, but the HP polymorphism was associated with triglyceride concentrations (p = 0.005) and CVD mortality (p = 0.04). We found that the HP2-2 genotype was associated with increased T2DM risk with an odds ratio (OR) of 1.49 (95% CI 1.18-1.86, p = 6.59x10-4). Promoter SNPs were not associated with any traits.
Conclusions
This study suggests association between the HP duplication and IMT, triglycerides, CVD mortality, and T2DM in an EA population enriched for T2DM. Lack of association with atherosclerotic calcified plaque likely reflect differences in the pathogenesis of these CVD phenotypes. HP variation may contribute to the heritable risk for CVD complications in T2DM.
doi:10.1186/1475-2840-12-31
PMCID: PMC3576297
PMID: 23399657
Haptoglobin; Genetic polymorphism; Cardiovascular disease; Type 2 diabetes
Murea, Mariana | Register, Thomas C | Divers, Jasmin | Bowden, Donald W | Carr, J Jeffrey | Hightower, Caresse R | Xu, Jianzhao | Smith, S Carrie | Hruska, Keith A | Langefeld, Carl D | Freedman, Barry I
Background
Monocyte chemoattractant protein-1 (MCP-1) plays important roles in kidney disease susceptibility and atherogenesis in experimental models. Relationships between serum MCP-1 concentration and early nephropathy and subclinical cardiovascular disease (CVD) were assessed in African Americans (AAs) with type 2 diabetes (T2D).
Methods
Serum MCP-1 concentration, urine albumin:creatinine ratio (ACR), estimated glomerular filtration rate (eGFR), and atherosclerotic calcified plaque (CP) in the coronary and carotid arteries and infrarenal aorta were measured in 479 unrelated AAs with T2D. Generalized linear models were fitted to test for associations between MCP-1 and urine ACR, eGFR, and CP.
Results
Participants were 57% female, with mean ± SD (median) age 55.6±9.5 (55.0) years, diabetes duration 10.3±8.2 (8.0) years, urine ACR 149.7±566.7 (14.0) mg/g, CKD-EPI eGFR 92.4±23.3 (92.0) ml/min/1.73m2, MCP-1 262.9±239.1 (224.4) pg/ml, coronary artery CP 280.1±633.8 (13.5), carotid artery CP 47.1±132.9 (0), and aorta CP 1616.0±2864.0 (319.0). Adjusting for age, sex, smoking, HbA1c, BMI, and LDL, serum MCP-1 was positively associated with albuminuria (parameter estimate 0.0021, P=0.04) and negatively associated with eGFR (parameter estimate −0.0003, P=0.001). MCP-1 remained associated with eGFR after adjustment for urine ACR. MCP-1 levels did not correlate with the extent of CP in any vascular bed, HbA1c or diabetes duration, but were positively associated with BMI. No interaction between BMI and MCP-1 was detected on nephropathy outcomes.
Conclusions
Serum MCP-1 levels are associated with eGFR and albuminuria in AAs with T2D. MCP-1 was not associated with subclinical CVD in this population. Inflammation appears to play important roles in development and/or progression of kidney disease in AAs.
doi:10.1186/1471-2369-13-148
PMCID: PMC3534523
PMID: 23151275
African Americans; Albuminuria; Atherosclerotic calcified plaque; Diabetes; GFR; MCP-1
Aim
Non-alcoholic fatty liver disease (NAFLD) is commonly diagnosed in patients with obesity and type 2 diabetes mellitus (T2DM), and has been associated with the single nucleotide polymorphism (SNP) rs738409 in the PNPLA3 gene. This association remains to be investigated in African Americans with T2DM, a group at lower risk for hepatic steatosis relative to European Americans with T2DM.
Methods
We examined 422 African Americans with T2DM (40.3% male; age: 56.4 ± 9.6 years; BMI: 35.2 ± 8.2 kg/m2), all with measures of liver density reflecting hepatic fat content on abdominal computed tomography, and blood glucose and lipid profiles. Associations between rs738409 and phenotypes of interest were determined using SOLAR, assuming an additive model of inheritance with covariates age, sex, BMI and use of lipid-lowering medications.
Results
Mean ± SD liver density was 55.4 ± 10.2 Hounsfield Units. SNP rs738409 in PNPLA3 was significantly associated with liver density (P=0.0075) and hepatic steatosis (P=0.0350), but not with blood glucose, HbA1c, total cholesterol, triglycerides, high-density or low-density lipoprotein levels or liver function tests (P=0.15–0.96).
Conclusion
These findings provide evidence that the PNPLA3 SNP rs738409 contributes to risk for increased liver fat content in African Americans with T2DM, an effect that appears to be independent from serum lipids. Although African Americans are less susceptible to fatty liver than European Americans, PNPLA3 appears to be a risk locus for hepatic steatosis in diabetic African Americans.
doi:10.1016/j.diabet.2011.05.001
PMCID: PMC3215942
PMID: 21665509
type 2 diabetes; genetics; fatty liver disease; African American
Background and Aims
Arterial stiffness is a prominent feature of vascular aging and a risk factor for cardiovascular disease (CVD). Fat around the heart and blood vessels (i.e. pericardial fat, Pfat) may contribute to arterial stiffness via a local paracrine effect of adipose tissue on the surrounding vasculature. Thus, we determined the association between Pfat and carotid stiffness in 5,770 participants (mean age 62 yrs, 53% female, 25% African American, 24% Hispanic, and 13% Chinese) from the Multi-Ethnic Study of Atherosclerosis.
Methods and Results
Pfat was measured by computed tomography, and ultrasonography of the common carotid artery was used to calculate the distensibility coefficient (DC) and young’s modulus (YM). Lower DC and higher YM values indicate stiffer arteries. Pfat quartile was highly associated with demographic, behavioral, anthropometric, hemodynamic, metabolic, and disease variables in both men and women. After adjusting for height, clinical site, CVD risk factors, and medications, a 1-standard deviation (41.91 cm3) increment in Pfat was associated with a 0.00007±0.00002 1/mmHg lower DC (p=0.0002) in men and a 48.1±15.1 mmHg/mm higher YM in women (p=0.002). Additional adjustment for C-reactive protein, coronary artery calcification, and carotid intima-media thickness had only modest effects. More importantly, adjusting for body mass index and waist circumference did not significantly change the overall results.
Conclusion
Higher Pfat is associated with higher carotid stiffness, independent of traditional CVD risk factors and obesity.
doi:10.1016/j.numecd.2009.10.010
PMCID: PMC2929306
PMID: 20153618
pericardial fat; arterial stiffness; distensibility; carotid artery
OBJECTIVE
In diabetes, it remains unclear whether the coronary artery calcium (CAC) score provides additional information about total mortality risk beyond traditional risk factors.
RESEARCH DESIGN AND METHODS
A total of 1,051 participants, aged 34–86 years, in the Diabetes Heart Study (DHS) were followed for 7.4 years. Subjects were separated into five groups using baseline computed tomography scans and CAC scores (0–9, 10–99, 100–299, 300–999, and ≥1,000). Logistic regression was performed adjusting for age, sex, race, smoking, and LDL cholesterol to examine the association between CAC and all-cause mortality. Areas under the curve with and without CAC were compared. Natural splines using continuous measures of CAC were fitted to estimate the relationship between observed CAC and mortality risk.
RESULTS
A total of 17% (178 of 1,051) of participants died during the follow-up. In multivariate analysis, the odds ratios (95% CIs) for all-cause mortality, using CAC 0–9 as the reference group, were CAC 10–99: 1.40 (0.57–3.74); CAC 100–299: 2.87 (1.17–7.77); CAC 300–999: 3.04 (1.32–7.90); and CAC ≥1,000: 6.71 (3.09–16.87). The area under the curve without CAC was 0.68 (95% CI 0.66–0.70), and the area under the curve with CAC was 0.72 (0.70–0.74) (P = 0.0001). Using splines, the estimated risk (95% CI) of mortality for a CAC of 0 was 6.7% (4.6–9.7), and the risk increased nearly linearly, plateauing at CAC ≥1,000 (20.0% [15.7–25.2]).
CONCLUSIONS
In diabetes, CAC was shown to be an independent predictor of mortality. Participants with CAC (0–9) were at lower risk (0.9% annual mortality). The risk of mortality increased with increasing levels of CAC, plateauing at approximately CAC ≥1,000 (2.7% annual mortality). More research is warranted to determine the potential utility of CAC scans in diabetes.
doi:10.2337/dc11-0008
PMCID: PMC3114476
PMID: 21398528
LEHTINEN, ALLISON B | COX, AMANDA J | ZIEGLER, JULIE T | VORUGANTI, V. SAROJA | XU, JIANZHAO | FREEDMAN, BARRY I | CARR, J. JEFFREY | COMUZZIE, ANTHONY G | LANGEFELD, CARL D | BOWDEN, DONALD W
SUMMARY
A carotid artery calcified plaque (CarCP) linkage peak on chromosome 16p (LOD 4.39 at 8.4cM) in European American (EA) families with type 2 diabetes mellitus (T2DM) from the Diabetes Heart Study (DHS) has been refined by fine-mapping and candidate genes and SNPs evaluated for association with subclinical CVD. Fine-mapping was based on 104 SNPs in 937 subjects from 315 families, including 45 SNPs in six candidate genes (CACNA1H, SEPX1, ABCA3, IL32, SOCS1, and KIAA0350). Linkage and association analyses using variance components analysis (SOLAR; adjusting for age, gender, BMI, and T2DM status) refined the original CarCP linkage into two distinct linkage regions (LOD scores: 3.89 at 6.9cM and 4.86 at 16.0cM). Evidence of linkage for coronary calcified plaque (LOD: 2.27 at 19cM) and a vascular calcification principle component (LOD: 3.71 at 16.0cM) was also observed. The strongest evidence for association with CarCP was observed with SNPs in the A2BP1 gene region (rs4337300 p=0.005) with modest evidence of association with SNPs in CACNA1H (p=0.010–0.033). Bayesian Quantitative Trait Nucleotide analysis identified a SNP, rs1358489, with either a functional effect on CarCP or in linkage disequilibrium with a functional SNP. This study refined the 16p region contributing to vascular calcification. Although the causal variants remain to be identified the results are consistent with a linkage peak which is due to multiple common variants, though rare variants cannot be excluded.
doi:10.1111/j.1469-1809.2010.00632.x
PMCID: PMC3074504
PMID: 21309755
type 2 diabetes; subclinical cardiovascular disease; fine mapping
Shea, M. Kyla | Nicklas, Barbara J. | Marsh, Anthony P. | Houston, Denise K. | Miller, Gary D. | Isom, Scott | Miller, Michael E. | Carr, J. Jeffrey | Lyles, Mary F. | Harris, Tamara B. | Kritchevsky, Stephen B.
Age-related increases in ectopic fat accumulation are associated with greater risk for metabolic and cardiovascular diseases, and physical disability. Reducing skeletal muscle fat and preserving lean tissue are associated with improved physical function in older adults. PPARγ-agonist treatment decreases abdominal visceral adipose tissue (VAT) and resistance training preserves lean tissue, but their effect on ectopic fat depots in nondiabetic overweight adults is unclear. We examined the influence of pioglitazone and resistance training on body composition in older (65–79 years) nondiabetic overweight/obese men (n = 48, BMI = 32.3 ± 3.8 kg/m2) and women (n = 40, BMI = 33.3 ± 4.9 kg/m2) during weight loss. All participants underwent a 16-week hypocaloric weight-loss program and were randomized to receive pioglitazone (30 mg/day) or no pioglitazone with or without resistance training, following a 2 × 2 factorial design. Regional body composition was measured at baseline and follow-up using computed tomography (CT). Lean mass was measured using dual X-ray absorptiometry. Men lost 6.6% and women lost 6.5% of initial body mass. The percent of fat loss varied across individual compartments. Men who were given pioglitazone lost more visceral abdominal fat than men who were not given pioglitazone (−1,160 vs. −647 cm3, P = 0.007). Women who were given pioglitazone lost less thigh subcutaneous fat (−104 vs. −298 cm3, P = 0.002). Pioglitazone did not affect any other outcomes. Resistance training diminished thigh muscle loss in men and women (resistance training vs. no resistance training men: −43 vs. −88 cm3, P = 0.005; women: −34 vs. −59 cm3, P = 0.04). In overweight/obese older men undergoing weight loss, pioglitazone increased visceral fat loss and resistance training reduced skeletal muscle loss. Additional studies are needed to clarify the observed gender differences and evaluate how these changes in body composition influence functional status.
doi:10.1038/oby.2010.327
PMCID: PMC3091968
PMID: 21233810
Wagenknecht, Lynne E. | Divers, Jasmin | Bertoni, Alain G. | Langefeld, Carl D. | Carr, J. Jeffrey | Bowden, Donald W. | Elbein, Steven C. | Shea, Steven | Lewis, Cora E. | Freedman, Barry I.
Purpose
To examine whether the relationship between cardiovascular disease risk factors and coronary artery calcification (CAC) is modified by race among those with diabetes.
Methods
Data were pooled data from three studies (Multi-Ethnic Study of Atherosclerosis, Family Heart Study, Diabetes Heart Study) for a total of 835 blacks and 1122 whites with diabetes. CAC was quantified by cardiac computed tomography and risk factors were obtained using standard methods. Regression models examined the relationship between risk factors and presence and quantity of CAC.
Results
The average age of the cohort was 60 years; 57% were women. Presence of CAC was lower in blacks compared to whites (odds ratio = 0.22 for men, 0.57 for women, p<0.01). HbA1c, duration of diabetes, LDL, smoking, and BMI were independently associated with presence of CAC; HDL, triglycerides and CRP were not. Race did not modify these associations. Adjustment for multiple risk factors did not explain the race disparity in CAC.
Conclusions
CAC was reduced in blacks compared to whites in persons with diabetes. This effect was most pronounced in men. The relationship between risk factors and CAC did not differ between races. Racial differences in CAC are likely due to unmeasured risk factors and/or genetic susceptibility.
doi:10.1016/j.annepidem.2010.10.007
PMCID: PMC3026318
PMID: 21130367
coronary artery disease; diabetes mellitus; epidemiology; African Americans; cohort studies
Brinkley, Tina E. | Jerosch-Herold, Michael | Folsom, Aaron R. | Carr, J. Jeffrey | Hundley, W. Gregory | Allison, Matthew A. | Bluemke, David A. | Burke, Gregory L. | Szklo, Moyses | Ding, Jingzhong | Kiechl, Stefan
Background
Pericardial fat has adverse effects on the surrounding vasculature. Previous studies suggest that pericardial fat may contribute to myocardial ischemia in symptomatic individuals. However, it is unknown if pericardial fat has similar effects in asymptomatic individuals.
Methods
We determined the association between pericardial fat and myocardial blood flow (MBF) in 214 adults with no prior history of cardiovascular disease from the Minnesota field center of the Multi-Ethnic Study of Atherosclerosis (43% female, 56% Caucasian, 44% Hispanic). Pericardial fat volume was measured by computed tomography. MBF was measured by MRI at rest and during adenosine-induced hyperemia. Myocardial perfusion reserve (PR) was calculated as the ratio of hyperemic to resting MBF.
Results
Gender-stratified analyses revealed significant differences between men and women including less pericardial fat (71.9±31.3 vs. 105.2±57.5 cm3, p<0.0001) and higher resting MBF (1.12±0.23 vs. 0.93±0.19 ml/min/g, p<0.0001), hyperemic MBF (3.49±0.76 vs. 2.65±0.72 ml/min/g, p<0.0001), and PR (3.19±0.78 vs. 2.93±0.89, p = 0.03) in women. Correlations between pericardial fat and clinical and hemodynamic variables were stronger in women. In women only (p = 0.01 for gender interaction) higher pericardial fat was associated with higher resting MBF (p = 0.008). However, this association was attenuated after accounting for body mass index or rate-pressure product. There were no significant associations between pericardial fat and hyperemic MBF or PR after multivariate adjustment in either gender. In logistic regression analyses there was also no association between impaired coronary vasoreactivity, defined as having a PR <2.5, and pericardial fat in men (OR, 1.18; 95% CI, 0.82–1.70) or women (OR, 1.11; 95% CI, 0.68–1.82).
Conclusions
Our data fail to support an independent association between pericardial fat and myocardial perfusion in adults without symptomatic cardiovascular disease. Nevertheless, these findings highlight potentially important differences between asymptomatic and symptomatic individuals with respect to the underlying subclinical disease burden.
doi:10.1371/journal.pone.0028410
PMCID: PMC3235122
PMID: 22174800
Objective
Determine the association of coffee, decaffeinated coffee, caffeine, and tea consumption in young adulthood with the presence and progression of coronary artery calcified (CAC) plaque and carotid intima-media thickness (cIMT) later in life.
Methods and Results
CARDIA is a cohort of 5115 white and black adults who were 18–30 years when they completed a baseline clinic examination in 1985–1986. Subsequent examinations were conducted 2, 5, 7, 10, 15, and 20 years later. After multivariable adjustment, no association was observed between average coffee, decaffeinated coffee, or caffeine consumption (years 0 and 7) and presence of CAC [score >0 Agatston units (AU) at year 15 or 20], CAC progression (incident CAC at year 20 or an increase in CAC score ≥20 AU), or high cIMT (>80th percentile, year 20). Tea consumption, however, displayed a non-significant trend for an inverse association with CAC (ptrend0.08) and an inverse association with CAC progression (ptrend0.04), but no association with high cIMT (ptrend>0.2). Stratification of the coffee analyses by sex, race, or smoking yielded similar non-significant patterns.
Conclusion
We observed no substantial association between coffee or caffeine intake and coronary and carotid atherosclerosis. However, our results suggested an inverse association between tea and CAC, but not carotid atherosclerosis.
doi:10.1161/ATVBAHA.110.208280
PMCID: PMC2940975
PMID: 20616310
antioxidants; atherosclerosis; carotid arteries; diet; epidemiology; nutrition
Manson, JoAnn E. | Allison, Matthew A. | Carr, J. Jeffrey | Langer, Robert D. | Cochrane, Barbara B. | Hendrix, Susan L. | Hsia, Judith | Hunt, Julie R. | Lewis, Cora E. | Margolis, Karen L. | Robinson, Jennifer G. | Rodabough, Rebecca J. | Thomas, Asha M.
Objectives
Coronary artery calcified plaque is a marker for atheromatous plaque burden and predicts future risk of cardiovascular events. The relationship between calcium plus vitamin D supplementation and coronary artery calcium (CAC) has not been previously assessed in a randomized trial setting. We compared coronary artery calcium scores among women randomized to calcium/vitamin D supplementation versus placebo following trial completion.
Methods
In an ancillary substudy of women randomized to calcium carbonate (1000 mg of elemental calcium daily) plus vitamin D3 (400 IU daily) versus placebo, nested within the Women’s Health Initiative trial of estrogen among women with hysterectomy, we measured CAC with cardiac computed tomography in 754 women aged 50–59 years at randomization. Imaging for CAC was performed at 28 of 40 centers following a mean of 7 years of treatment and scans were read centrally. Coronary artery calcium scores were measured by a central reading center with masking to randomization assignments.
Results
Post-trial CAC measurements were similar in women randomized to calcium/vitamin D supplementation (calcium/D) and those receiving placebo. The mean CAC score was 91.6 for calcium/D and 100.5 for placebo (rank test p-value=0.74). After adjustment for coronary risk factors, multivariate odds ratios for increasing CAC score cutpoints (CAC >0, ≥10, and ≥100) for calcium/D vs placebo were 0.92 (95% confidence interval, 0.64–1.34), 1.29 (0.88–1.87), and 0.90 (0.56–1.44), respectively. Corresponding odds ratios among women with >50% adherence to study pills and for higher levels of CAC (>300), were similar.
Conclusions
Treatment with moderate doses of calcium plus vitamin D3 did not appear to alter coronary artery calcified plaque burden among postmenopausal women.
doi:10.1097/gme.0b013e3181d683b5
PMCID: PMC2940244
PMID: 20551849
calcium; vitamin D; supplementation; coronary artery calcification; coronary heart disease; women’s health
OBJECTIVE
Despite higher rates of nephropathy, calcified atherosclerotic plaque is less prevalent in African Americans with diabetes relative to European Americans. We explored ethnicity-specific relationships between albuminuria and calcified plaque involving the infrarenal aorta, coronary artery, and carotid artery in 835 European American and 393 African American subjects with type 2 diabetes.
RESEARCH DESIGN AND METHODS
Generalized estimating equations with exchangeable correlation and the sandwich estimator of the variance were used to test for association between the principal component of calcified plaque in the three vascular beds and urine albumin-to-creatinine ratio (ACR).
RESULTS
Mean ± SD ages of African American and European American participants were 56.7 ± 9.6 and 61.7 ± 9.1 years, respectively, with diabetes duration of 10.4 ± 7.4 and 10.0 ± 7.3 years and median urine ACR of 17.5 and 13.4 mg/g. In African American and European American participants, respectively, median calcified plaque mass scores were 53.5 and 291 for coronary artery, 3 and 35.5 for carotid artery, and 761 and 3,237 for aorta. With adjustment for age, sex, glomerular filtration rate, and BMI, albuminuria was significantly associated with calcified plaque in European Americans (P = 3.4 × 10−8) but not in African Americans (P = 0.33), with significant ethnic interaction (P = 0.01). Ethnic differences in this relationship persisted after adjustment for blood pressure, smoking, lipids, and use of ACE inhibitors or angiotensin receptor blockers.
CONCLUSIONS
Albuminuria is strongly associated with severity of calcified plaque in European Americans with diabetes but not in African Americans. Disparities in this relationship may contribute to ethnic differences in the rates of cardiovascular disease that are observed in subjects with type 2 diabetes.
doi:10.2337/dc09-1253
PMCID: PMC2797958
PMID: 19825824
Introduction
Carotid intima-media thickness (IMT) is a sub-clinical marker of atherosclerosis and a strong predictor of stroke. Pericardial fat (PF), the fat depot around the heart, has been associated with several atherosclerosis risk factors. We sought to examine the association between carotid IMT and PF, and to examine whether such an association is independent from common atherosclerosis risk factors including measures of overall adiposity.
Methods
Unadjusted and multivariable adjusted linear regression analysis was used to examine associations between common (CCA-IMT) and internal (ICA-IMT) carotid IMT with PF in a random sample of 996 participants from the Multi-Ethnic Study of Atherosclerosis (MESA) who underwent carotid ultrasound and chest CT at baseline examination.
Results
A significant positive correlation was observed between PF and CCA-IMT (r =0.27, P<0.0001) and ICA-IMT (r =0.17, P<0.0001). In an unadjusted sex-specific linear regression analysis, there was a significant association between PF (1-SD difference) and CCA-IMT (mm) in both women (β coefficient (95% CI): 0.06 (0.04, 0.08), P<0.0001) and men (0.03 (0.01, 0.05), P<0.0002), an association that persisted after further adjusting for age and ethnicity (0.02 (+0.00, 0.04), P=0.0120 for women, and 0.02 (+0.00, 0.03), P=0.0208 for men). However, after additional adjustment for atherosclerosis risk factors and either BMI or waist circumference, these relations were no longer significant in either sex. In similar analyses, PF was significantly associated with ICA-IMT in both men (0.11 (0.06, 0.15), P<0.0001) and women (0.08 (0.02, 0.13), P=041). These relations were no longer significant in women in multivariable adjusted models, but persisted in men in all models except after adjusting for age, ethnicity and waist circumference.
Conclusions
In the general population PF is associated with carotid IMT, an association that possibly not independent from markers of overall adiposity or common atherosclerosis risk factors.
doi:10.1016/j.jstrokecerebrovasdis.2009.03.008
PMCID: PMC2817960
PMID: 20123228
Coronary artery calcified atherosclerotic plaque (CP) is strongly associated with nonsubcutaneous adipose tissue, particularly pericardial adipose tissue (PAT), in community-based studies. We tested for relationships between regional adipose tissue depots and CP in African Americans with longstanding type 2 diabetes. Infrarenal aorta, coronary, and carotid artery CP and pericardial, visceral, intermuscular, and subcutaneous organ-specific adipose tissue volumes were measured using single and multidetector computed tomography (CT) in 422 African Americans with type 2 diabetes. Generalized estimating equations using exchangeable correlation and the sandwich estimator of the variance were used to test for associations between CP and adipose tissue depots. Mean (s.d.) age was 56.5 (7.6) years, diabetes duration 10.3 (7.6) years, PAT 85.3 (36.1) cm3/45 mm and visceral adipose tissue (VAT) 174.9 (70.1) cm3/15 mm. Adjusting for age, gender, BMI, blood pressure, medications, proteinuria, smoking, lipids, and 25-hydroxyvitamin D, PAT was positively associated with the presence (P = 0.009) and quantity of coronary artery CP in African Americans (P = 0.004), as well as the quantity of infrarenal aorta CP (P = 0.004). As in European Americans, PAT is associated with CP in African Americans with type 2 diabetes. Ethnic differences in the relationships between organ-specific adipose tissue depots and atherosclerosis require further study.
doi:10.1038/oby.2010.30
PMCID: PMC2920341
PMID: 20186134
Hoffman, Eric A | Jiang, Rui | Baumhauer, Heather | Brooks, Michael A | Carr, J Jeffrey | Detrano, Robert | Reinhardt, Joseph | Rodriguez, Josanna | Stukovsky, Karen | Wong, Nathan | Barr, R Graham
Purpose
Cardiac CT scans for the assessment of coronary calcium scores include approximately 70% of the lung volume and may be useful for the quantitative assessment of emphysema. The reproducibility of lung density measures from cardiac CTs and their validity compared to lung density measures from full-lung scans is unknown.
Methods and Methods
The Multi-Ethnic Study of Atherosclerosis (MESA) performed paired cardiac CT scans for 6,814 participants at baseline and at follow-up. The MESA-Lung Study assessed lung density measures in the lung fields of these cardiac scans, counting voxels below -910 HU as moderate-to-severe emphysema-like lung regions. We evaluated: 1) the reproducibility of lung density measures among 120 randomly selected participants, 2) the comparability of measures acquired on electron-beam CT (EBT) and multidetector CT (MDCT) scanners among 10 participants; and 3) the validity of these measures compared to full-lung scans among 42 participants. Limits of agreement were determined using Bland-Altman approaches.
Results
Percent emphysema measures from paired cardiac scans were highly correlated (r=0.92-0.95) with mean difference of -0.05% (95% limits of agreement: -8.3, 8.4%). Measures from EBT and MDCT scanners were comparable (mean difference -0.9%; 95% limits of agreement: -5.1, 3.3%). Percent emphysema measures from MDCT cardiac and MDCT full-lung scans were highly correlated (r=0.93) and demonstrated reasonable agreement (mean difference 2.2%; 95% limits of agreement: -9.2, 13.8%).
Conclusion
While full-lung imaging is preferred for the quantification of emphysema, the lung imaging from paired cardiac CTs provided a reproducible and valid quantitative assessment of emphysema in a population-based sample.
doi:10.1016/j.acra.2008.12.024
PMCID: PMC2943871
PMID: 19427979
Background
Cardiac computed tomography (CT) is a well-established tool for the detection of cardiovascular calcium. Coronary artery calcification (CAC) is highly sensitive for the detection of coronary artery disease (CAD) as well as predictive of future cardiovascular (CV) events. Descending thoracic aortic calcification (DTAC) is common in the elderly and its presence is also associated with increased risk of CV events. Previous studies demonstrate that DTAC is associated with obstructive CAD and coronary risk factors. However, no prior studies have examined the association of CAC and DTAC as detected by cardiac CT in a large population-based cohort.
Methods
In the Multi-Ethnic Study of Atherosclerosis, the study population included a population based sample of four ethnic groups (Chinese, White, Hispanic and African-American) of 6814 women and men ages 45−84 years old. Participants underwent non-enhanced cardiac CT and both CAC and DTAC were quantified. DTAC was measured from the lower edge of the pulmonary artery bifurcation to the cardiac apex. Multivariable relative risk regression was used to evaluate relationships between CAC, DTAC and measured cardiovascular risk factors.
Results
Overall 3030 (44%) did not demonstrate any detectable CAC or DTAC. A total of 1930 (28%) had only CAC, 386 (6%) had isolated DTAC, and 1464 (22%) participants were found to have both CAC and DTAC. CAC had a higher prevalence than DTAC in men (58% vs. 45%). Participants with DTAC were older than those with CAC (mean age was 71 and 66 years old, respectively). Participants with DTAC had increased risk for the presence of CAC independent of cardiovascular risk factors (prevalence ratio [PR]; 1.17 95% CI 1.07−1.28). Severity of DTAC was a stronger predictor of the presence of CAC in women as compared to men (PR; 1.04 95% CI 1.02 −1.06, and PR; 0.99 95% CI 0.98− 1.01, respectively).
Conclusions
DTAC was found to be a strong predictor of CAC independent of CV risk factors. Ongoing follow-up of this cohort will evaluate whether DTAC is an independent marker of risk for CV events.
doi:10.1016/j.atherosclerosis.2008.09.041
PMCID: PMC2732017
PMID: 19027115
Burdon, Kathryn P. | Rudock, Megan E. | Lehtinen, Allison B. | Langefeld, Carl D. | Bowden, Donald W. | Register, Thomas C. | Liu, Yongmei | Freedman, Barry I. | Carr, J. Jeffrey | Hedrick, Catherine C. | Rich, Stephen S.
Aims. Genes of the 5-lipoxygenase pathway are compelling candidates for atherosclerosis. We hypothesize that polymorphisms in ALOX12, ALOX15, ALOX5, and ALOX5AP genes are associated with subclinical atherosclerosis in multiple vascular beds. Methods. Families with two or more siblings with type 2 diabetes and their nondiabetic siblings were studied as part of the Diabetes Heart Study (DHS). European American diabetic (n = 828) and nondiabetic (n = 170) siblings were genotyped for SNPs in the ALOX12, ALOX15, ALOX5, and ALOX5AP genes. Subclinical measures of atherosclerosis (IMT, coronary (CorCP), carotid (CarCP) and aortic (AorCP) calcified plaque) were obtained. Results. Associations were observed between ALOX12 with CorCP, ALOX5 with CorCP, AorCP, and IMT, and ALOX5AP with CorCP and CarCP, independent of known epidemiologic risk factors. Further, lipoxygenase pathway SNPs that were associated with measures of atherosclerosis were associated with markers of inflammation (CRP, ICAM-1) and calcification (MGP).
Conclusions. Polymorphisms within ALOX12, ALOX5, and ALOX5AP are genetically associated with subclinical atherosclerosis and with biomarkers of disease in families with type 2 diabetes. These results suggest that variants in lipoxygenase pathway genes may have pleiotropic effects on multiple components that determine risk of cardiovascular disease.
doi:10.1155/2010/170153
PMCID: PMC2878676
PMID: 20592751
High x-ray radiation dose is a major public concern with the increasing use of multidetector computed tomography (CT) for diagnosis of cardiovascular diseases. This issue must be effectively addressed by dose-reduction techniques. Recently, our group proved that an internal region of interest (ROI) can be exactly reconstructed solely from localized projections if a small subregion within the ROI is known. In this article, we propose to use attenuation values of the blood in aorta and vertebral bone to serve as the known information for localized cardiac CT. First, we describe a novel interior tomography approach that backprojects differential fan-beam or parallel-beam projections to obtain the Hilbert transform and then reconstructs the original image in an ROI using the iterative projection onto convex sets algorithm. Then, we develop a numerical phantom based on clinical cardiac CT images for simulations. Our results demonstrate that it is feasible to use practical prior information and exactly reconstruct cardiovascular structures only from projection data along x-ray paths through the ROI.
doi:10.1097/RCT.0b013e318181fa7a
PMCID: PMC2867235
PMID: 19478624
computed tomography; cardiac CT; local reconstruction; fan-beam reconstruction; parallel-beam reconstruction; radiation dose reduction
With continuing developments in computed tomography (CT) technology and its increasing use of CT imaging, the ionizing radiation dose from CT is becoming a major public concern particularly for high-dose applications such as cardiac imaging. We recently proposed a novel interior tomography approach for x-ray dose reduction that is very different from all the previously proposed methods. Our method only uses the projection data for the rays passing through the desired region of interest. This method not only reduces x-ray dose but scatter as well. In this paper, we quantify the reduction in the amount of x-ray dose and scattered radiation that could be achieved using this method. Results indicate that interior tomography may reduce the x-ray dose by 18% to 58% and scatter to the detectors by 19% to 59% as the FOV is reduced from 50 to 8.6 cm.
doi:10.1097/RCT.0b013e31819f61e2
PMCID: PMC2860287
PMID: 19940669
computed tomography (CT); cardiac CT; interior tomography; Farmer chamber; pencil chamber; x-ray dose reduction; x-ray scatter reduction; CTDI
BACKGROUND
Cardiovascular Disease is the leading cause of death among Americans. Inflammation is a hallmark of the development of atherosclerosis and is mediated by prostaglandins, catalyzed by cyclooxygenase (COX)-2. We sought to determine if variants in the COX-2 gene were associated with subclinical measures of cardiovascular disease in a primarily type 2 diabetic population.
METHODS
Eight polymorphisms in COX-2 were genotyped and vascular calcified plaque measured in the coronary, carotid, and aortic arterial beds in 977 Caucasian siblings (83% with T2DM) from 369 Diabetes Heart Study families. Tests for single SNP and haplotypic association were performed using SOLAR and QPDT, respectively (results adjusted for age, gender, diabetes affection status, smoking, and use of lipid altering medications).
RESULTS
All eight SNPs genotyped were found to be in strong pair-wise linkage disequilibrium (D′=1.0). Three SNPs (rs689466, rs2066826 and rs20417) are associated with either coronary or carotid calcified plaque. Subjects carrying the G allele of rs689466 (n=31) or the A allele of rs2066826 (n=16) had significantly lower coronary calcified plaque (p=0.02 and 0.04, respectively). Subjects homozygous for the C allele of rs20417 (n=22) or the A allele of rs2066826 (n=16) had increased carotid calcified plaque (p=0.011, p=0.014). In addition, multiple 2-SNP and 3-SNP haplotypes were associated with CorCP with p-values ranging from P = 0.002 to P = 0.035.
CONCLUSIONS
Polymorphisms in COX2 were associated with significant changes in coronary and carotid calcified plaque. Diabetic individuals with these variants may be at higher risk for developing cardiovascular disease.
doi:10.1016/j.atherosclerosis.2008.07.018
PMCID: PMC2699582
PMID: 18768181
Type 2 Diabetes Mellitus; Cardiovascular Disease; Polymorphisms; Inflammation; Vascular Calcification; Cyclooxygenase
Berry, Jarett D. | Liu, Kiang | Folsom, Aaron R. | Lewis, Cora E. | Carr, J. Jeffrey | Polak, Joseph | Shea, Steven | Sidney, Stephen | O’Leary, Daniel H | Chan, Cheeling | Lloyd-Jones, Donald M.
Background
We hypothesized that individuals with low 10-year but high lifetime cardiovascular disease (CVD) risk would have a greater burden of subclinical atherosclerosis than those with low 10-year but low lifetime risk.
Methods and Results
We included 2988 individuals age ≤50 at exam year 15 from the Coronary Artery Risk Development in Young Adults (CARDIA) study and 1076 individuals age ≤50 at study entry from the Multi-Ethnic Study of Atherosclerosis (MESA). The 10-year risk and lifetime risk for CVD were estimated for each participant, permitting stratification into three groups: low 10-year (<10%)/low lifetime (<39%) risk, low 10-year (<10%)/high lifetime risk (≥39%), and high 10-year risk (≥10%) or diagnosed diabetes. Baseline levels and change in levels of subclinical atherosclerosis (coronary artery calcium [CAC] or carotid intima-media thickness [IMT]) were compared across risk strata. Among participants with low 10-year risk (91% of all participants) in CARDIA, those with a high lifetime risk compared to low lifetime risk had significantly greater common (0.83 vs 0.80 mm in men; 0.79 vs 0.75 mm in women) and internal (0.85 vs 0.80 mm; 0.80 vs 0.76 mm) carotid IMT, higher CAC prevalence (16.6 vs 9.8%; 7.1 vs 2.3%), and significantly greater incidence of CAC progression (22.3 vs 15.4%; 8.7 vs 5.3%). Similar results were observed in MESA.
Conclusions
Individuals with low 10-year but high lifetime risk have a greater subclinical disease burden and greater incidence of atherosclerotic progression compared to individuals with low 10-year and low lifetime risk, even at younger ages.
doi:10.1161/CIRCULATIONAHA.108.800235
PMCID: PMC2836265
PMID: 19139385
epidemiology; risk estimation; prevention
Hyder, Joseph A. | Allison, Matthew A. | Wong, Nathan | Papa, Agnes | Lang, Thomas F. | Sirlin, Claude | Gapstur, Susan M. | Ouyang, Pamela | Carr, J. Jeffrey | Criqui, Michael H.
Atherosclerosis and osteoporosis share many risk factors, but their independent association is unclear. The authors investigated the independent associations between volumetric trabecular bone mineral density (vBMD) of the lumbar spine and coronary artery calcium (CAC) and abdominal aortic calcium (AAC). During 2002–2005, they used quantitative computed tomography to assess vBMD and the presence and extent of CAC and AAC among 946 women (mean age = 65.5 years) and 963 men (mean age = 64.1 years) in a substudy of the Multi-Ethnic Study of Atherosclerosis. Prevalences of CAC were 47% and 68% in women and men, respectively, and AAC prevalences were 70% and 73%. Sequential, sex-specific regression models included adjustment for age, ethnicity, body mass index, hypertension, dyslipidemia, diabetes mellitus, smoking, alcohol consumption, physical activity, interleukin-6, C-reactive protein, homocysteine, and sex hormones. After full adjustment, lower vBMD was associated with greater CAC score among women (P < 0.002) and greater AAC score among women (P = 0.004) and men (P < 0.001). After adjustment, vBMD quartile was inversely associated with CAC prevalence (P-trend = 0.05) in women and AAC prevalence (P-trend < 0.01) in men. Partially and fully adjusted models showed similar results. Though modest, these significant, independent associations suggest that atherosclerosis and bone loss may be related.
doi:10.1093/aje/kwn303
PMCID: PMC2727254
PMID: 19064643
aging; arteries; atherosclerosis; bone and bones; bone density; calcium; coronary vessels; ethnic groups
Allison, Matthew A. | Manson, JoAnn E. | Langer, Robert D. | Carr, J. Jeffrey | Rossouw, Jacques E. | Pettinger, Mary B. | Phillips, Lawrence | Cochrane, Barbara B. | Eaton, Charles B. | Greenland, Phillip | Hendrix, Susan | Hsia, Judith | Hunt, Julie R. | Jackson, Rebecca D. | Johnson, Karen C. | Kuller, Lewis H. | Robinson, Jennifer
Objective
Surgical menopause has been associated with an increased risk of coronary heart disease events. In this study, we aimed to determine the associations between coronary artery calcium (CAC) and hysterectomy, oophorectomy, and hormone therapy use with a focus on the duration of menopause for which there was no hormone therapy use.
Design
In a substudy of the Women’s Health Initiative placebo-controlled trial of conjugated equine estrogens (0.625 mg/d), we measured CAC by computed tomography 1.3 years after the trial was stopped. Participants included 1,064 women with previous hysterectomy, aged 50 to 59 years at baseline. The mean trial period was 7.4 years. Imaging was performed at a mean of 1.3 years after the trial was stopped.
Results
Mean age was 55.1 years at randomization and 64.8 years at CAC measurement. In the overall cohort, there were no significant associations between bilateral oophorectomy, years since hysterectomy, years since hysterectomy without taking hormone therapy (HT), years since bilateral oophorectomy, and years of HT use before Women’s Health Initiative enrollment and the presence of CAC. However, there was a significant interaction between bilateral oophorectomy and prerandomization HT use for the presence of any CAC (P = 0.05). When multivariable analyses were restricted to women who reported no previous HT use, those with bilateral oophorectomy had an odds ratio of 2.0 (95% CI: 1.2–3.4) for any CAC compared with women with no history of oophorectomy, whereas among women with unilateral or partial oophorectomy, the odds of any CAC was 1.7 (95% CI: 1.0–2.8). Among women with bilateral oophorectomy, HT use within 5 years of oophorectomy was associated with a lower prevalence of CAC.
Conclusions
Among women with previous hysterectomy, subclinical coronary artery disease was more prevalent among those with oophorectomy and no prerandomization HT use, independent of traditional cardiovascular disease risk factors. The results suggest that factors related to oophorectomy and the absence of estrogen treatment in oophorectomized women may be related to coronary heart disease.
doi:10.1097/gme.0b013e31816d5b1c
PMCID: PMC2751659
PMID: 18458645
Calcium; Coronary; Oophorectomy; Hormone therapy; Women; Coronary artery disease; Atherosclerosis
Background
The aim of this paper is to determine the relationships between aortic wall calcification (AWC) including ascending and descending thoracic aortic calcification and gender, race/ethnicity, age, and traditional risk factors. Allison et al and Post et al previously described the relationship of noted risk factors and AWC as detected by computed tomography (CT) in smaller cohorts. We performed a cross-sectional study to determine which of these variables are independently associated with thoracic calcium.
Methods
The Multi-Ethnic Study of Atherosclerosis (MESA) study population included a population based sample of four ethnic groups (12% Chinese, 38% White, 22% Hispanic and 28% black) of 6814 women and men ages 45–84 years old. CT scans were performed for all participants. We quantified AWC, which ranged from the lower edge of the pulmonary artery bifurcation to the cardiac apex. Multivariable logistic regression was used to evaluate relationships between AWC and measured cardiovascular risk factors.
Results
Overall prevalence of AWC was 28.0%. In the ethnic groups, prevalence of AWC was 32.4% Chinese, 32.4% White, 24.9% Hispanic and 22.4% Black. All age categories of females had a higher prevalence of thoracic calcification than males (total age prevalence: 29.1% and 26.8%, respectively). AWC were most strongly associated with hypertension and current smoking. In addition, diabetes, hypercholesterolemia, high LDL, low HDL, family history of heart attack and high CRP were all associated with increased AWC. Overall p-value for difference between genders for prevalence of AWC = 0.037. Overall p-value for difference between race for prevalence of AWC <0.001. The only significant gender differences distributed by race were for Chinese (p=0.035) and Hispanic (p=0.042) participants.
Conclusions
Risk factors for aortic calcification were similar to cardiovascular risk factors in a large population based cohort. Suprisingly, AWC was similar for the Chinese and white populations despite the fact that MESA demonstrated that coronary caclium was more prevalent in the white population. Further studies are needed to investigate whether aortic calcification is a risk factor for coronary disease, independent of coronary calcification.
doi:10.1016/j.ahj.2007.11.019
PMCID: PMC2323597
PMID: 18371491
Background
High blood pressure in middle age is a well-established risk factor for cardiovascular disease, but the consequences of low-level elevations during young adulthood are unknown.
Objective
To measure the association between prehypertension exposure before age 35 and coronary calcium later in life
Design
Prospective cohort study
Setting
Four U.S. communities
Participants
Black and white men and women recruited at age 18–30 for the Coronary Artery Risk Development in Young Adults (CARDIA) Study in 1985–6, and without hypertension before age 35
Measurements
We estimated blood pressure trajectories for each participant using measurements from 7 examinations over the course of 20 years. Cumulative exposure to blood pressure in the prehypertension range (systolic 120–139 and/or diastolic 80–89 mmHg) from age 20–35 was calculated in units of “mmHg-years” (similar to “pack-years” of tobacco exposure) and related to presence of coronary calcium measured at each participant’s last examination (age 44±4).
Results
Among 3560 participants, the 635 (18%) who developed prehypertension before age 35 were more often black, male, overweight and of lower socioeconomic status. Exposure to prehypertension before age 35, especially systolic prehypertension, showed a graded association with coronary calcium later in life (coronary calcium prevalence 15%, 24% and 38% for 0, 1–30, and >30 mmHg-years of exposure, respectively, p<.001). This association remained strong after adjusting for blood pressure elevation after age 35 and other coronary risk factors and participant characteristics.
Limitations
Coronary calcium, though a strong predictor of future coronary heart disease, is not a clinical outcome.
Conclusions
Prehypertension during young adulthood is common and associated with coronary atherosclerosis 20 years later. Keeping systolic pressure below 120 mmHg before age 35 may provide important health benefits later in life.
PMCID: PMC2587255
PMID: 18626048