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1.
Circ Cardiovasc Imaging ; 17(5): e016420, 2024 May.
Article in English | MEDLINE | ID: mdl-38716661

ABSTRACT

BACKGROUND: Echocardiographic (2-dimensional echocardiography) thresholds indicating disease or impaired functional status compared with normal physiological aging in individuals aged ≥65 years are not clearly defined. In the present study, we sought to establish standard values for 2-dimensional echocardiography parameters related to chamber size and function in older adults without cardiopulmonary or cardiometabolic conditions. METHODS: In this cross-sectional study of 3032 individuals who underwent 2-dimensional echocardiography at exam 6 in the MESA (Multi-Ethnic Study of Atherosclerosis), 608 participants fulfilled our inclusion criteria of healthy aging, with normative values defined as the mean ± 1.96 standard deviation and compared across sex and race and ethnicity. Functional status measures included NT-proBNP (N-terminal pro-B-type natriuretic peptide), 6-minute walk distance, and Kansas City Cardiomyopathy Questionnaire. Prognostic performance using MESA cutoffs was compared with established guideline cutoffs using time-to-event analysis. RESULTS: The normative aging cohort (69.5±7.0 years, 46.2% male, 47.5% White) had lower NT-proBNP, higher 6-minute walk distance, and higher (better) Kansas City Cardiomyopathy Questionnaire summary values. Women had significantly smaller chamber sizes and better biventricular systolic function. White participants had the largest chamber dimensions, whereas Chinese participants had the smallest, even after adjustment for body size. Current guidelines identified 81.6% of healthy older adults in MESA as having cardiac abnormalities. CONCLUSIONS: Among a large, diverse group of healthy older adults, we found significant differences in cardiac structure and function by sex and race/ethnicity, which may signal sex-specific cardiac remodeling with advancing age. It is crucial for existing guidelines to consider the observed and clinically significant differences in cardiac structure and function associated with healthy aging. Our study highlights that existing guidelines, which grade abnormalities in echocardiographic cardiac chamber size and function based on younger individuals, may not adequately address the anticipated changes associated with normal aging.


Subject(s)
Peptide Fragments , Humans , Female , Male , Aged , Cross-Sectional Studies , Aged, 80 and over , Peptide Fragments/blood , Ventricular Function, Left/physiology , Natriuretic Peptide, Brain/blood , Reference Values , United States/epidemiology , Atherosclerosis/ethnology , Atherosclerosis/physiopathology , Atherosclerosis/diagnostic imaging , Age Factors , Echocardiography/methods , Heart Ventricles/diagnostic imaging , Heart Ventricles/physiopathology , Ventricular Function, Right/physiology , Walk Test , Predictive Value of Tests , Healthy Aging/ethnology , Middle Aged
2.
Prog Cardiovasc Dis ; 84: 43-50, 2024.
Article in English | MEDLINE | ID: mdl-38734044

ABSTRACT

Atherosclerotic cardiovascular (CV) disease (ASCVD) prevention encompasses interventions across the lifecourse: from primordial to primary and secondary prevention. Primordial prevention begins in childhood and involves the promotion of ideal CV health (CVH) via optimizing physical activity, body mass index, blood glucose levels, total cholesterol levels, blood pressure, and sleep while minimizing tobacco use. Primary and secondary prevention of ASCVD thereafter centers around mitigating ASCVD risk factors via medical therapy and lifestyle interventions. Disparities in optimal preventive efforts exist among historically marginalized groups in each of these three prongs of ASCVD prevention. Children and adults with a high burden of social determinants of health also face inequity in preventive measures. Inadequate screening, risk factor management and prescription of preventive therapeutics permeate the care of certain groups, especially women, Black, and Hispanic individuals in the United States. Beyond this, individuals belonging to historically marginalized groups also are much more likely to experience other ASCVD risk-enhancing factors, placing them at higher risk for ASCVD over their lifetime. These disparities translate to worse outcomes, with higher rates of ASCVD and CV mortality among these groups. Possible solutions to promoting equity involve community-based youth lifestyle interventions, improved risk-factor screening, and increasing accessibility to healthcare resources and novel preventive diagnostics and therapeutics.


Subject(s)
Atherosclerosis , Health Status Disparities , Healthcare Disparities , Humans , Healthcare Disparities/ethnology , Atherosclerosis/prevention & control , Atherosclerosis/epidemiology , Atherosclerosis/therapy , Atherosclerosis/ethnology , Social Determinants of Health , Risk Assessment , Primary Prevention , Heart Disease Risk Factors , Secondary Prevention/methods , Risk Reduction Behavior , Risk Factors , Female , Health Services Accessibility , Preventive Health Services , Male , Healthy Lifestyle , United States/epidemiology
3.
Am J Cardiol ; 222: 11-19, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38643925

ABSTRACT

Right ventricular (RV) to pulmonary arterial (PA) coupling describes the ability of the RV to augment contractility in response to increased afterload. Several echocardiographic indexes of RV-PA coupling have been defined; however, the optimal numerator in the coupling ratio is unclear. We sought to establish which of these ratios is best for assessing RV-PA coupling based on their relations with 6-minute walk distance (6MWD), N-terminal pro-B-type natriuretic peptide (NT-proBNP), and the Kansas City Cardiomyopathy Questionnaire (KCCQ) in aging adults. In this study of 1,611 Multi-Ethnic Study of Atherosclerosis participants who underwent echocardiography at Exam 6, we evaluated the association between different numerators, including tricuspid annular planar systolic excursion (TAPSE), fractional area change (FAC), RV free wall strain, and tissue Doppler imaging S' velocity to pulmonary artery systolic pressure (PASP) with 6MWD, NT-proBNP, and KCCQ score, adjusted for socioeconomic and cardiovascular disease risk factors. Our cohort had a mean age of 73 ± 8 years, 54% female, 17% Chinese American, 22% African American, 22% Hispanic, and 39% White participants. The mean ( ± SD) TAPSE/PASP, FAC/PASP, tissue Doppler imaging S' velocity/PASP, and RV free wall strain:PASP ratios were 0.7 ± 0.2, 1.3 ± 0.3, 0.5 ± 0.1, and 0.8 ± 0.2, respectively. All RV-PA coupling indices decreased with age (p <0.0001 for all). TAPSE:PASP ratio was lower in older (³85 years) female (0.59 ± 0.14) versus male (0.65 ± 0.17) participants (p = 0.01), whereas FAC/PASP ratio was higher in the same female versus male participants (p <0.01). TAPSE/PASP and FAC/PASP ratios were significantly and strongly associated with all NT-proBNP, 6MWD, and KCCQ scores in fully adjusted and receiver operating characteristic analysis. In older community-dwelling adults free of heart failure and pulmonary hypertension, both FAC/PASP and TAPSE:PASP ratios are optimal for assessment of RV-PA coupling based on its association with 6MWD, NT-proBNP, and KCCQ score. FAC/PASP ratio has the additional benefit of reflecting age and gender-related geometric and functional changes.


Subject(s)
Atherosclerosis , Peptide Fragments , Pulmonary Artery , Humans , Female , Male , Aged , Pulmonary Artery/physiopathology , Pulmonary Artery/diagnostic imaging , Atherosclerosis/ethnology , Atherosclerosis/physiopathology , Atherosclerosis/diagnosis , Peptide Fragments/blood , Ventricular Function, Right/physiology , Heart Ventricles/diagnostic imaging , Heart Ventricles/physiopathology , Echocardiography, Doppler/methods , Natriuretic Peptide, Brain/blood , Ethnicity , Aged, 80 and over , United States/epidemiology
4.
Atherosclerosis ; 392: 117505, 2024 May.
Article in English | MEDLINE | ID: mdl-38527383

ABSTRACT

BACKGROUND AND AIMS: Matrix Gla protein (MGP) is an inhibitor of calcification that requires carboxylation by vitamin K for activity. The inactive form of MGP, dephosphorylated-uncarboxylated matrix Gla protein (dp-ucMGP), has been associated with increased calcification. However, it is not known whether there is a longitudinal relationship between dephosphorylated-uncarboxylated matrix Gla protein levels and coronary and aortic calcification in large population cohorts. METHODS: The Multi-Ethnic Study of Atherosclerosis (MESA) followed participants with serial cardiac computed tomography (CT) measures of vascular calcification. Dp-ucMGP was measured at baseline in a subset of participants who completed baseline and follow-up CTs approximately 10 years later and had available plasma specimens (n = 2663). Linear mixed effects models (LMMs) were used to determine the association of dp-ucMGP with the simultaneous incidence and progression of coronary artery, ascending thoracic aortic, or descending thoracic aortic calcification (CAC, ATAC, DTAC)]. RESULTS: For every one standard deviation (SD, 178 pmol/L) increment in dp-ucMGP, CAC increased by 3.44 ([95% CI = 1.68, 5.21], p < 0.001) Agatston units/year (AU/year), ATAC increased by 0.63 ([95% CI = 0.27, 0.98], p = 0.001) AU/year, and DTAC increased by 8.61 ([95% CI = 4.55, 12.67], p < 0.001) AU/year. The association was stronger for DTAC in those ≥65 years and with diabetes. CONCLUSIONS: We found a positive association of the inactive form of matrix Gla protein, dp-ucMGP, and long-term incidence/progression of CAC, ATAC, and DTAC. Future studies should investigate dp-ucMGP as a calcification regulator and MGP as a possible therapeutic target to slow progression of calcification in the vasculature.


Subject(s)
Aortic Diseases , Calcium-Binding Proteins , Coronary Artery Disease , Disease Progression , Extracellular Matrix Proteins , Matrix Gla Protein , Vascular Calcification , Humans , Extracellular Matrix Proteins/blood , Calcium-Binding Proteins/blood , Male , Female , Vascular Calcification/diagnostic imaging , Vascular Calcification/ethnology , Vascular Calcification/blood , Vascular Calcification/epidemiology , Incidence , Aged , Middle Aged , Coronary Artery Disease/blood , Coronary Artery Disease/ethnology , Coronary Artery Disease/epidemiology , Coronary Artery Disease/diagnostic imaging , Aortic Diseases/ethnology , Aortic Diseases/blood , Aortic Diseases/diagnostic imaging , Aortic Diseases/epidemiology , United States/epidemiology , Aged, 80 and over , Aorta, Thoracic/diagnostic imaging , Aorta, Thoracic/pathology , Time Factors , Biomarkers/blood , Atherosclerosis/blood , Atherosclerosis/ethnology , Risk Factors , Prospective Studies , Phosphorylation , Computed Tomography Angiography
5.
Atherosclerosis ; 392: 117521, 2024 May.
Article in English | MEDLINE | ID: mdl-38552474

ABSTRACT

BACKGROUND AND AIMS: Subclinical cardiovascular disease (CVD) measures may reflect biological pathways that contribute to increased risk for coronary heart disease (CHD) events, stroke, and dementia beyond conventional risk scores. METHODS: The Multi-Ethnic Study of Atherosclerosis (MESA) followed 6814 participants (45-84 years of age) from baseline in 2000-2002 to 2018 over 6 clinical examinations and annual follow-up interviews. MESA baseline subclinical CVD procedures included: seated and supineblood pressure, coronary calcium scan, radial artery tonometry, and carotid ultrasound. Baseline subclinical CVD measures were transformed into z-scores before factor analysis to derive composite factor scores. Time to clinical event for all-cause CVD, CHD, stroke and ICD code-based dementia events were modeled using Cox proportional hazards models reported as area under the curve (AUC) with 95% Confidence Intervals (95%CI) at 10 and 15 years of follow-up. All models included all factor scores together, and adjustment for conventional risk scores for global CVD, stroke, and dementia. RESULTS: After factor selection, 24 subclinical measures aggregated into four distinct factors representing: blood pressure, atherosclerosis, arteriosclerosis, and cardiac factors. Each factor significantly predicted time to CVD events and dementia at 10 and 15 years independent of each other and conventional risk scores. Subclinical vascular composites of atherosclerosis and arteriosclerosis best predicted time to clinical events of CVD, CHD, stroke, and dementia. These results were consistent across sex and racial and ethnic groups. CONCLUSIONS: Subclinical vascular composites of atherosclerosis and arteriosclerosis may be useful biomarkers to inform the vascular pathways contributing to events of CVD, CHD, stroke, and dementia.


Subject(s)
Dementia , Stroke , Humans , Aged , Female , Male , Dementia/ethnology , Dementia/epidemiology , Dementia/diagnosis , Middle Aged , Aged, 80 and over , Stroke/ethnology , Stroke/epidemiology , Risk Assessment , United States/epidemiology , Risk Factors , Cardiovascular Diseases/ethnology , Cardiovascular Diseases/diagnosis , Atherosclerosis/ethnology , Atherosclerosis/diagnosis , Asymptomatic Diseases , Predictive Value of Tests , Prospective Studies , Time Factors , Prognosis
6.
Ann Am Thorac Soc ; 21(6): 884-894, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38335160

ABSTRACT

Rationale: Chronic obstructive pulmonary disease (COPD) and emphysema are associated with endothelial damage and altered pulmonary microvascular perfusion. The molecular mechanisms underlying these changes are poorly understood in patients, in part because of the inaccessibility of the pulmonary vasculature. Peripheral blood mononuclear cells (PBMCs) interact with the pulmonary endothelium. Objectives: To test the association between gene expression in PBMCs and pulmonary microvascular perfusion in COPD. Methods: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study recruited two independent samples of COPD cases and controls with ⩾10 pack-years of smoking history. In both samples, pulmonary microvascular blood flow, pulmonary microvascular blood volume, and mean transit time were assessed on contrast-enhanced magnetic resonance imaging, and PBMC gene expression was assessed by microarray. Additional replication was performed in a third sample with pulmonary microvascular blood volume measures on contrast-enhanced dual-energy computed tomography. Differential expression analyses were adjusted for age, gender, race/ethnicity, educational attainment, height, weight, smoking status, and pack-years of smoking. Results: The 79 participants in the discovery sample had a mean age of 69 ± 6 years, 44% were female, 25% were non-White, 34% were current smokers, and 66% had COPD. There were large PBMC gene expression signatures associated with pulmonary microvascular perfusion traits, with several replicated in the replication sets with magnetic resonance imaging (n = 47) or dual-energy contrast-enhanced computed tomography (n = 157) measures. Many of the identified genes are involved in inflammatory processes, including nuclear factor-κB and chemokine signaling pathways. Conclusions: PBMC gene expression in nuclear factor-κB, inflammatory, and chemokine signaling pathways was associated with pulmonary microvascular perfusion in COPD, potentially offering new targetable candidates for novel therapies.


Subject(s)
Leukocytes, Mononuclear , Magnetic Resonance Imaging , Pulmonary Disease, Chronic Obstructive , Humans , Female , Male , Aged , Leukocytes, Mononuclear/metabolism , Pulmonary Disease, Chronic Obstructive/genetics , Pulmonary Disease, Chronic Obstructive/physiopathology , Middle Aged , Lung/blood supply , Lung/diagnostic imaging , Lung/metabolism , Atherosclerosis/genetics , Atherosclerosis/ethnology , Case-Control Studies , United States/epidemiology , Aged, 80 and over , Gene Expression , Tomography, X-Ray Computed , Pulmonary Circulation , Smoking , Microcirculation
7.
Ann Intern Med ; 176(8): 1057-1066, 2023 08.
Article in English | MEDLINE | ID: mdl-37487210

ABSTRACT

BACKGROUND: Although statins are a class I recommendation for prevention of atherosclerotic cardiovascular disease and its complications, their use is suboptimal. Differential underuse may mediate disparities in cardiovascular health for systematically marginalized persons. OBJECTIVE: To estimate disparities in statin use by race-ethnicity-gender and to determine whether these potential disparities are explained by medical appropriateness of therapy and structural factors. DESIGN: Cross-sectional analysis. SETTING: National Health and Nutrition Examination Survey from 2015 to 2020. PARTICIPANTS: Persons eligible for statin therapy based on 2013 and 2018 American College of Cardiology/American Heart Association blood cholesterol guidelines. MEASUREMENTS: The independent variable was race-ethnicity-gender. The outcome of interest was use of a statin. Using the Institute of Medicine framework for examining unequal treatment, we calculated adjusted prevalence ratios (aPRs) to estimate disparities in statin use adjusted for age, disease severity, access to health care, and socioeconomic status relative to non-Hispanic White men. RESULTS: For primary prevention, we identified a lower prevalence of statin use that was not explained by measurable differences in disease severity or structural factors among non-Hispanic Black men (aPR, 0.73 [95% CI, 0.59 to 0.88]) and non-Mexican Hispanic women (aPR, 0.74 [CI, 0.53 to 0.95]). For secondary prevention, we identified a lower prevalence of statin use that was not explained by measurable differences in disease severity or structural factors for non-Hispanic Black men (aPR, 0.81 [CI, 0.64 to 0.97]), other/multiracial men (aPR, 0.58 [CI, 0.20 to 0.97]), Mexican American women (aPR, 0.36 [CI, 0.10 to 0.61]), non-Mexican Hispanic women (aPR, 0.57 [CI, 0.33 to 0.82), non-Hispanic White women (aPR, 0.69 [CI, 0.56 to 0.83]), and non-Hispanic Black women (aPR, 0.75 [CI, 0.57 to 0.92]). LIMITATION: Cross-sectional data; lack of geographic, language, or statin-dose data. CONCLUSION: Statin use disparities for several race-ethnicity-gender groups are not explained by measurable differences in medical appropriateness of therapy, access to health care, and socioeconomic status. These residual disparities may be partially mediated by unobserved processes that contribute to health inequity, including bias, stereotyping, and mistrust. PRIMARY FUNDING SOURCE: National Institutes of Health.


Subject(s)
Atherosclerosis , Cardiovascular Diseases , Healthcare Disparities , Hydroxymethylglutaryl-CoA Reductase Inhibitors , Adult , Female , Humans , Male , Atherosclerosis/drug therapy , Atherosclerosis/epidemiology , Atherosclerosis/ethnology , Atherosclerosis/prevention & control , Black or African American , Cardiovascular Diseases/drug therapy , Cross-Sectional Studies , Ethnicity , Hispanic or Latino , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Nutrition Surveys , United States/epidemiology , White , Healthcare Disparities/ethnology , Healthcare Disparities/statistics & numerical data
8.
Circulation ; 148(1): 74-94, 2023 07 04.
Article in English | MEDLINE | ID: mdl-37154053

ABSTRACT

Asian American individuals make up the fastest growing racial and ethnic group in the United States. Despite the substantial variability that exists in type 2 diabetes and atherosclerotic cardiovascular disease risk among the different subgroups of Asian Americans, the current literature, when available, often fails to examine these subgroups individually. The purpose of this scientific statement is to summarize the latest disaggregated data, when possible, on Asian American demographics, prevalence, biological mechanisms, genetics, health behaviors, acculturation and lifestyle interventions, pharmacological therapy, complementary alternative interventions, and their impact on type 2 diabetes and atherosclerotic cardiovascular disease. On the basis of available evidence to date, we noted that the prevalences of type 2 diabetes and stroke mortality are higher in all Asian American subgroups compared with non-Hispanic White adults. Data also showed that atherosclerotic cardiovascular disease risk is highest among South Asian and Filipino adults but lowest among Chinese, Japanese, and Korean adults. This scientific statement discusses the biological pathway of type 2 diabetes and the possible role of genetics in type 2 diabetes and atherosclerotic cardiovascular disease among Asian American adults. Challenges to provide evidence-based recommendations included the limited data on Asian American adults in risk prediction models, national surveillance surveys, and clinical trials, leading to significant research disparities in this population. The large disparity within this population is a call for action to the public health and clinical health care community, for whom opportunities for the inclusion of the Asian American subgroups should be a priority. Future studies of atherosclerotic cardiovascular disease risk in Asian American adults need to be adequately powered, to incorporate multiple Asian ancestries, and to include multigenerational cohorts. With advances in epidemiology and data analysis and the availability of larger, representative cohorts, furthering refining the Pooled Cohort Equations, in addition to enhancers, would allow better risk estimation in segments of the population. Last, this scientific statement provides individual- and community-level intervention suggestions for health care professionals who interact with the Asian American population.


Subject(s)
Asian , Atherosclerosis , Diabetes Mellitus, Type 2 , Adult , Humans , American Heart Association , Asian/ethnology , Asian/statistics & numerical data , Atherosclerosis/epidemiology , Atherosclerosis/ethnology , Atherosclerosis/etiology , Atherosclerosis/therapy , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/ethnology , Cardiovascular Diseases/etiology , Cardiovascular Diseases/therapy , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/ethnology , Diabetes Mellitus, Type 2/etiology , Diabetes Mellitus, Type 2/therapy , United States/epidemiology
9.
Curr Cardiol Rep ; 24(9): 1129-1137, 2022 09.
Article in English | MEDLINE | ID: mdl-35788894

ABSTRACT

PURPOSE OF THE REVIEW: Despite marked progress in cardiovascular disease management in the last several decades, there remain significant, persistent disparities in cardiovascular health in historically marginalized racial and ethnic groups. Here, we outline current state of health disparities in cardiovascular disease, discuss the interplay between social determinants of health, structural racism, and cardiovascular outcomes, and highlight strategies to address these issues. RECENT FINDINGS: Across the continuum of atherosclerotic cardiovascular disease (ASCVD) prevention, there remain significant disparities in outcomes including morbidity and mortality by race, ethnicity, and socioeconomic status (SES). These disparities begin early in childhood (primordial prevention) and continue with a higher prevalence of cardiovascular risk factors (primary prevention), and in the uptake of evidence-based therapies (secondary prevention). These disparities are driven by social determinants of health and structural racism that disproportionately disadvantage historically marginalized populations. Structural racism and social determinants of health contribute to significant disparities in cardiovascular morbidity and mortality.


Subject(s)
Atherosclerosis , Cardiovascular Diseases , Health Status Disparities , Atherosclerosis/ethnology , Cardiovascular Diseases/ethnology , Ethnicity/statistics & numerical data , Heart Disease Risk Factors , Humans , Social Determinants of Health
10.
J Am Coll Cardiol ; 80(3): 219-229, 2022 07 19.
Article in English | MEDLINE | ID: mdl-35835495

ABSTRACT

BACKGROUND: Non-Hispanic Black persons are at greater risk of cardiovascular (CV) events than other racial/ethnic groups; however, their differential vulnerability to early subclinical atherosclerosis is poorly understood. OBJECTIVES: This work aims to study the impact of race/ethnicity on early subclinical atherosclerosis in young socioeconomically disadvantaged adults. METHODS: Bilateral carotid and femoral 3-dimensional vascular ultrasound examinations were performed on 436 adults (parents/caregivers and staff) with a mean age of 38.0 ± 11.1 years, 82.3% female, 66% self-reported as Hispanic, 34% self-reported as non-Hispanic Black, and no history of CV disease recruited in the FAMILIA (Family-Based Approach in a Minority Community Integrating Systems-Biology for Promotion of Health) trial from 15 Head Start preschools in Harlem (neighborhood in New York, New York, USA). The 10-year Framingham CV risk score was calculated, and the relationship between race/ethnicity and the presence and extent of subclinical atherosclerosis was analyzed with multivariable logistic and linear regression models. RESULTS: The mean 10-year Framingham CV risk was 4.0%, with no differences by racial/ethnic category. The overall prevalence of subclinical atherosclerosis was significantly higher in the non-Hispanic Black (12.9%) than in the Hispanic subpopulation (6.6%). After adjusting for 10-year Framingham CV risk score, body mass index, fruit and vegetable consumption, physical activity, and employment status, non-Hispanic Black individuals were more likely than Hispanic individuals to have subclinical atherosclerosis (OR: 3.45; 95% CI: 1.44-8.29; P = 0.006) and multiterritorial disease (P = 0.026). CONCLUSIONS: After adjustment for classic CV risk, lifestyle, and socioeconomic factors, non-Hispanic Black younger adults seem more vulnerable to early subclinical atherosclerosis than their Hispanic peers, suggesting that the existence of emerging or undiscovered CV factors underlying the residual excess risk (Family-Based Approach in a Minority Community Integrating Systems-Biology for Promotion of Health [FAMILIA (Project 2)]; NCT02481401).


Subject(s)
Atherosclerosis , Black People , Hispanic or Latino , Adult , Atherosclerosis/ethnology , Female , Humans , Male , Socioeconomic Factors , Vulnerable Populations
11.
Sleep ; 45(9)2022 09 08.
Article in English | MEDLINE | ID: mdl-35690023

ABSTRACT

STUDY OBJECTIVES: Obstructive sleep apnea (OSA) is characterized by multiple "endotypic traits," including pharyngeal collapsibility, muscle compensation, loop gain, and arousal threshold. Here, we examined (1) within-night repeatability, (2) long-term consistency, and (3) influences of body position and sleep state, of endotypic traits estimated from in-home polysomnography in mild-to-severe OSA (apnea-hypopnea index, AHI > 5 events/h). METHODS: Within-night repeatability was assessed using Multi-Ethnic Study of Atherosclerosis (MESA): Traits derived separately from "odd" and "even" 30-min periods were correlated and regression (error vs. N windows available) provided a recommended amount of data for acceptable repeatability (Rthreshold = 0.7). Long-term consistency was assessed using the Osteoporotic Fractures in Men Study (MrOS) at two time points 6.5 ± 0.7 years apart, before and after accounting for across-year body position and sleep state differences. Within-night dependence of traits on position and state (MESA plus MrOS data) was estimated using bootstrapping. RESULTS: Within-night repeatability for traits ranged from R = 0.62-0.79 and improved to R = 0.69-0.83 when recommended amounts of data were available (20-35 7-min windows, available in 94%-98% of participants); repeatability was similar for collapsibility, loop gain, and arousal threshold (R = 0.79-0.83), but lower for compensation (R = 0.69). Long-term consistency was modest (R = 0.30-0.61) and improved (R = 0.36-0.63) after accounting for position and state differences. Position/state analysis revealed reduced loop gain in REM and reduced collapsibility in N3. CONCLUSIONS: Endotypic traits can be obtained with acceptable repeatability. Long-term consistency was modest but improved after accounting for position and state changes. These data support the use of endotypic assessments in large-scale epidemiological studies. CLINICAL TRIAL INFORMATION: The data used in the manuscript are from observational cohort studies and are not a part of the clinical trial.


Subject(s)
Atherosclerosis/complications , Osteoporotic Fractures/complications , Sleep Apnea, Obstructive/etiology , Atherosclerosis/ethnology , Humans , Male , Osteoporotic Fractures/ethnology , Patient Positioning , Pharynx , Polysomnography , Recurrence , Sleep Apnea, Obstructive/ethnology
12.
PLoS One ; 17(2): e0264341, 2022.
Article in English | MEDLINE | ID: mdl-35202437

ABSTRACT

Genetically regulated gene expression has helped elucidate the biological mechanisms underlying complex traits. Improved high-throughput technology allows similar interrogation of the genetically regulated proteome for understanding complex trait mechanisms. Here, we used the Trans-omics for Precision Medicine (TOPMed) Multi-omics pilot study, which comprises data from Multi-Ethnic Study of Atherosclerosis (MESA), to optimize genetic predictors of the plasma proteome for genetically regulated proteome-wide association studies (PWAS) in diverse populations. We built predictive models for protein abundances using data collected in TOPMed MESA, for which we have measured 1,305 proteins by a SOMAscan assay. We compared predictive models built via elastic net regression to models integrating posterior inclusion probabilities estimated by fine-mapping SNPs prior to elastic net. In order to investigate the transferability of predictive models across ancestries, we built protein prediction models in all four of the TOPMed MESA populations, African American (n = 183), Chinese (n = 71), European (n = 416), and Hispanic/Latino (n = 301), as well as in all populations combined. As expected, fine-mapping produced more significant protein prediction models, especially in African ancestries populations, potentially increasing opportunity for discovery. When we tested our TOPMed MESA models in the independent European INTERVAL study, fine-mapping improved cross-ancestries prediction for some proteins. Using GWAS summary statistics from the Population Architecture using Genomics and Epidemiology (PAGE) study, which comprises ∼50,000 Hispanic/Latinos, African Americans, Asians, Native Hawaiians, and Native Americans, we applied S-PrediXcan to perform PWAS for 28 complex traits. The most protein-trait associations were discovered, colocalized, and replicated in large independent GWAS using proteome prediction model training populations with similar ancestries to PAGE. At current training population sample sizes, performance between baseline and fine-mapped protein prediction models in PWAS was similar, highlighting the utility of elastic net. Our predictive models in diverse populations are publicly available for use in proteome mapping methods at https://doi.org/10.5281/zenodo.4837327.


Subject(s)
Atherosclerosis/genetics , Genetic Association Studies , Models, Genetic , Proteins/genetics , Proteome/genetics , Atherosclerosis/ethnology , Female , Gene Frequency , Humans , Male , Pilot Projects , Polymorphism, Single Nucleotide , Quantitative Trait Loci
14.
Proc Natl Acad Sci U S A ; 118(51)2021 12 21.
Article in English | MEDLINE | ID: mdl-34903653

ABSTRACT

We investigated historical redlining, a government-sanctioned discriminatory policy, in relation to cardiovascular health (CVH) and whether associations were modified by present-day neighborhood physical and social environments. Data included 4,779 participants (mean age 62 y; SD = 10) from the baseline sample of the Multi-Ethnic Study of Atherosclerosis (MESA; 2000 to 2002). Ideal CVH was a summary measure of ideal levels of seven CVH risk factors based on established criteria (blood pressure, fasting glucose, cholesterol, body mass index, diet, physical activity, and smoking). We assigned MESA participants' neighborhoods to one of four grades (A: best, B: still desirable, C: declining, and D: hazardous) using the 1930s federal Home Owners' Loan Corporation (HOLC) maps, which guided decisions regarding mortgage financing. Two-level hierarchical linear and logistic models, with a random intercept to account for participants nested within neighborhoods (i.e., census tracts) were used to assess associations within racial/ethnic subgroups (non-Hispanic White, non-Hispanic Black, Hispanic, and non-Hispanic Chinese). We found that Black adults who lived in historically redlined areas had a 0.82 (95% CI -1.54, -0.10) lower CVH score compared to those residing in grade A (best) neighborhoods, in a given neighborhood and adjusting for confounders. We also found that as the current neighborhood social environment improved the association between HOLC score and ideal CVH weakened (P < 0.10). There were no associations between HOLC grade and CVH measures or effect modification by current neighborhood conditions for any other racial/ethnic group. Results suggest that historical redlining has an enduring impact on cardiovascular risk among Black adults in the United States.


Subject(s)
Atherosclerosis/epidemiology , Racism , Residence Characteristics , Aged , Aged, 80 and over , Atherosclerosis/ethnology , Female , Health Status Disparities , Heart Disease Risk Factors , Humans , Male , Middle Aged , Prospective Studies , Racial Groups , Social Environment , United States/epidemiology
15.
Front Endocrinol (Lausanne) ; 12: 785957, 2021.
Article in English | MEDLINE | ID: mdl-34966360

ABSTRACT

Aims: Anecdotal reports have suggested increased soft tissue calcification in individuals with long-term exposures to high blood glucose. The association of costal cartilage calcification (CCC), a reliably quantifiable marker obtainable from non-contrast cardiac computed tomography (CT) with cumulative fasting blood glucose (FBG) exposure, is unknown. In this study, we aimed to determine the association between quantified CCC and cumulative glucose exposure using non-contrast coronary artery calcium (CAC) scoring computed tomography (CT) images in the Multi-Ethnic Study of Atherosclerosis (MESA). Methods: The volume of bilateral CCC was quantified in high-density pixels (threshold of Hounsfield Unit>180) using the CAC scoring CT images acquired in the 5th MESA exam. Prior long-term cumulative exposure to FBG was calculated by area under the FBG-time curve over ten years before the time of the CT exam. Results: A total of 2,305 participants (mean age: 69, female/male: 1.3) were included in this study. The median CCC volume was lower in females than males (1158 mm3 [IQR: 1751] vs. 3054 mm3 [3851], p<0.001). In cross-sectional analysis, quantified CCC was associated with FBG (9% increase per SD) and HbA1c (7% increase per SD) at the CT exam only in female participants after adjustment for age, race, BMI, and glomerular filtration rate. Only in female participants, quantified CCC was also associated with prior cumulative FBG (3% increase per decile change). In the subgroup of females with zero CAC scores, the adjusted CCC was still associated with FBG (13% increase per SD) at the time of CT exam and with prior cumulative FBG exposure (4% increase per decile change) before the CT exam. Conclusions: The CCC, a reliably quantified marker in non-contrast cardiac CT, is associated with 10-year cumulative FBG exposure only in female participants, even those with zero CAC.


Subject(s)
Atherosclerosis/diagnostic imaging , Atherosclerosis/ethnology , Blood Glucose/metabolism , Calcinosis/diagnostic imaging , Calcinosis/ethnology , Costal Cartilage/diagnostic imaging , Aged , Aged, 80 and over , Atherosclerosis/blood , Calcinosis/blood , Cohort Studies , Costal Cartilage/metabolism , Cross-Sectional Studies , Ethnicity , Female , Humans , Male , Middle Aged , Retrospective Studies , Tomography, X-Ray Computed/methods
16.
Am J Cardiol ; 161: 26-35, 2021 12 15.
Article in English | MEDLINE | ID: mdl-34794615

ABSTRACT

The long-term prognostic significance of a coronary artery calcium (CAC) score of 0 is poorly defined in younger adults. We evaluated this among participants aged 45 to 55 years from the Multi-Ethnic Study of Atherosclerosis, and assessed whether additional biomarkers can identify subgroups at increased absolute risk. We included 1,407 participants (61% women) without diabetes or severe hypercholesterolemia, with estimated 10-year risk <20% and CAC = 0. We evaluated all and hard cardiovascular disease (CVD) events, overall and among subjects with each of the following: high-sensitivity C-reactive protein levels ≥2 mg/L, homocysteine ≥10 µmol/L, high-sensitivity cardiac troponin T ≥95th percentile, lipoprotein (a) >50 mg/dl, triglycerides ≥175 mg/dl, apolipoprotein B ≥130 mg/dl, albuminuria, thoracic aortic calcium, aortic valve calcium (AVC), mitral annular calcium, ankle-brachial index <0.9, any carotid plaque, and maximum internal carotid artery intima-media thickness (ICA-IMT) ≥1.5 mm. Median follow-up was 16 years, and overall CVD event rates were low (4% at 15 years). For most exposures evaluated, rates of all CVD events were <6 per 1,000 person-years, except for ICA-IMT ≥1.5 mm (6.43) and AVC (13.8). The number needed to screen to detect ICA-IMT ≥1.5 mm was 8, and 84 for AVC. Among participants with borderline/intermediate risk or premature family history, hard CVD event rates were <7 per 1,000 for most exposures, except for ICA-IMT ≥1.5 mm (8.25), albuminuria (8.30), and AVC (13.47). Nonsmokers and those with ICA-IMT <1.5 mm had very low rates. In conclusion, our results demonstrate a favorable long-term prognosis of CAC = 0 among adults aged ≤55 years, particularly among nonsmokers. ICA-IMT testing could be considered for further risk assessment in adults ≤55 years with CAC = 0 and uncertain management.


Subject(s)
Atherosclerosis/diagnosis , Calcium/metabolism , Coronary Artery Disease/diagnosis , Coronary Vessels/metabolism , Ethnicity , Atherosclerosis/ethnology , Atherosclerosis/metabolism , Carotid Intima-Media Thickness , Coronary Artery Disease/ethnology , Coronary Artery Disease/metabolism , Coronary Vessels/diagnostic imaging , Female , Follow-Up Studies , Humans , Male , Middle Aged , Morbidity/trends , Prognosis , Time Factors , United States/epidemiology
17.
J Am Coll Cardiol ; 78(11): 1083-1094, 2021 09 14.
Article in English | MEDLINE | ID: mdl-34503676

ABSTRACT

BACKGROUND: Little is known about the relationship between lipoprotein (a) [Lp(a)] and high-sensitivity C-reactive protein (hsCRP) and their joint association with atherosclerotic cardiovascular disease (ASCVD). OBJECTIVES: The purpose of this study was to assess whether Lp(a)-associated ASCVD risk is modified by hsCRP in the context of primary prevention. METHODS: The current study included 4,679 participants from the MESA (Multi-Ethnic Study of Atherosclerosis) Apolipoprotein ancillary data set. Cox proportional hazards models and Kaplan-Meier curves were used to assess the association among Lp(a), hsCRP, and time to cardiovascular disease (CVD) events. RESULTS: During a mean follow-up of 13.6 years, 684 CVD events occurred. A significant interaction was observed between Lp(a) and hsCRP (P = 0.04). With hsCRP <2 mg/L, no significant CVD risk was observed at any level of Lp(a) from <50 mg/dL to >100 mg/dL. However, with hsCRP ≥2 mg/L, a significant CVD risk was observed with Lp(a) of 50-99.9 mg/dL (HR: 1.36; 95% CI: 1.02-1.81) and Lp(a) ≥100 mg/dL (HR: 2.09; 95% CI: 1.40-3.13). Isolated elevations of either Lp(a) or hsCRP were not associated with increased CVD risk. In contrast, the combination of elevated Lp(a) (≥50 mg/dL) and hsCRP (≥2 mg/L) was independently associated with significant CVD risk (HR: 1.62; 95% CI: 1.25-2.10) and all-cause mortality (HR: 1.39; 95% CI: 1.12-1.72). CONCLUSIONS: Lp(a)-associated ASCVD risk is observed only with concomitant elevation of hsCRP. Individuals with concomitant presence of elevated Lp(a) and systemic inflammation have greater ASCVD risk and all-cause mortality, and thus may merit closer surveillance and more aggressive ASCVD risk management.


Subject(s)
Atherosclerosis/blood , C-Reactive Protein/metabolism , Heart Disease Risk Factors , Lipoprotein(a)/blood , Aged , Aged, 80 and over , Atherosclerosis/ethnology , Cohort Studies , Female , Humans , Male , Middle Aged , Mortality , United States/epidemiology
20.
J Am Heart Assoc ; 10(16): e021855, 2021 08 17.
Article in English | MEDLINE | ID: mdl-34369170

ABSTRACT

Background Recent trials have shown that low-density lipoprotein cholesterol (LDL-C) <1.80 mmol/L (<70 mg/dL) is associated with a reduced risk of major adverse cardiovascular events in White patients with ischemic stroke with atherosclerosis. However, it remains uncertain whether the findings can be generalized to Asian patients, or that similar LDL-C targets should be adopted in patients with stroke without significant atherosclerosis. Methods and Results We performed a prospective cohort study and recruited consecutive Chinese patients with ischemic stroke with magnetic resonance angiography of the intra- and cervicocranial arteries performed at the University of Hong Kong between 2008 and 2014. Serial postevent LDL-C measurements were obtained. Risk of major adverse cardiovascular events in patients with mean postevent LDL-C <1.80 versus ≥1.80 mmol/L, stratified by presence or absence of significant (≥50%) large-artery disease (LAD) and by ischemic stroke subtypes, were compared. Nine hundred four patients (mean age, 69±12 years; 60% men) were followed up for a mean 6.5±2.4 years (mean, 9±5 LDL-C readings per patient). Regardless of LAD status, patients with a mean postevent LDL-C <1.80 mmol/L were associated with a lower risk of major adverse cardiovascular events (with significant LAD: multivariable-adjusted subdistribution hazard ratio, 0.65; 95% CI, 0.42-0.99; without significant LAD: subdistribution hazard ratio, 0.53; 95% CI, 0.32-0.88) (both P<0.05). Similar findings were noted in patients with ischemic stroke attributable to large-artery atherosclerosis (subdistribution hazard ratio, 0.48; 95% CI, 0.28-0.84) and in patients with other ischemic stroke subtypes (subdistribution hazard ratio, 0.64; 95% CI, 0.43-0.95) (both P<0.05). Conclusions A mean LDL-C <1.80 mmol/L was associated with a lower risk of major adverse cardiovascular events in Chinese patients with ischemic stroke with and without significant LAD. Further randomized trials to determine the optimal LDL-C cutoff in stroke patients without significant atherosclerosis are warranted.


Subject(s)
Atherosclerosis/blood , Cholesterol, LDL/blood , Dyslipidemias/blood , Ischemic Stroke/blood , Aged , Aged, 80 and over , Asian People , Atherosclerosis/diagnostic imaging , Atherosclerosis/ethnology , Biomarkers/blood , Cerebral Angiography , Dyslipidemias/diagnosis , Dyslipidemias/ethnology , Female , Hong Kong/epidemiology , Humans , Ischemic Stroke/diagnostic imaging , Ischemic Stroke/ethnology , Magnetic Resonance Angiography , Male , Middle Aged , Prospective Studies , Recurrence , Risk Assessment , Risk Factors , Time Factors
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