1
|
Seetharaman S, Allen I, Gadgil M, Srinivasan S, Topor L, Kanaya A. Predictors of weight and waist gain in US South Asians: Findings from the Mediators of Atherosclerosis in South Asians Living in America (MASALA) Study. RESEARCH SQUARE 2024:rs.3.rs-4054151. [PMID: 38585953 PMCID: PMC10996820 DOI: 10.21203/rs.3.rs-4054151/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Background Weight and waist gain are significant concerns in adulthood. Both weight and waist gain are particularly important among South Asians, a high-risk group known to develop chronic cardiometabolic complications at any body mass index compared to other racial and ethnic groups. Objective The aim of this study was to investigate factors predicting weight and waist gain in a longitudinal cohort of US South Asians, a high-risk group for developing obesity-related complications. Methods We used data from Mediators of Atherosclerosis in South Asians Living in America study (MASALA) exam 1 (2010-2013) and exam 2 (2015-2018), with a mean 4.8 years of follow-up. Results Of 634 participants studied (42.7% women, mean age 55 years, BMI 25.7 kg/m2, weight 70.4 kg at exam 1), 34.7% had gained ≥5% weight and 32.3% gained ≥5% waist at exam 2. In the adjusted models, older age, higher number of years of US residence, and having diabetes were associated with lower odds of weight gain; being female and having higher adiponectin were associated with higher odds of weight gain. Being female, employed full or part time, or retired were associated with lower odds of waist gain. Being single, separated/divorced, having a higher leptin and a higher C-reactive protein level were associated with higher odds of waist gain. Conclusions South Asian subgroups with higher risk of weight and/or waist gain may benefit from targeted interventions to improve health outcomes.
Collapse
Affiliation(s)
| | | | - Meghana Gadgil
- University of California, San Francisco School of Medicine
| | | | - Lisa Topor
- Warren Alpert Medical School at Brown University
| | | |
Collapse
|
2
|
Cook SH, Wood EP, Stein JH, McClelland RL. Discrimination, Smoking, and Cardiovascular Disease Risk: A Moderated Mediation Analysis With MESA. J Am Heart Assoc 2024; 13:e032659. [PMID: 38390806 PMCID: PMC10944061 DOI: 10.1161/jaha.123.032659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 01/31/2024] [Indexed: 02/24/2024]
Abstract
BACKGROUND Carotid intima-media thickness (cIMT) and carotid plaque are reliable indicators of cardiovascular disease risk, and research highlights that racial and ethnic minority individuals generally exhibit higher cIMT and carotid plaque than White individuals. At present, the mechanisms driving these disparities among different racial and ethnic and biological sex groups are poorly understood. METHODS AND RESULTS Data came from the baseline examination of MESA (Multi-Ethnic Study of Atherosclerosis). A total of 6814 participants aged 45 to 84 years free of clinical cardiovascular disease completed assessments on health behavior and perceived discrimination. Four sex-stratified moderated mediation models examined associations between discrimination, cigarette smoking, and mean cIMT and plaque. We hypothesized that cigarette use would mediate the association between discrimination and carotid artery disease features, and that these would differ by race and ethnicity. Indirect effects of discrimination on plaque were observed among Hispanic women such that discrimination was associated with cigarette use and, in turn, higher plaque (β=0.04 [95% CI, 0.01-0.08]). Indirect effects of discrimination on mean cIMT were found among Hispanic (β=0.003 [95% CI, 0.0001-0.007]) and White men (β=0.04 [95% CI, 0.01-0.08]) such that discrimination was associated with cigarette use and, in turn, higher cIMT. Finally, a positive indirect effect of discrimination on plaque was observed among Hispanic men (β=0.03 [95% CI, 0.004-0.07]). No other racial and ethnic differences were observed. CONCLUSIONS To understand and address social determinants of cardiovascular disease, researchers must incorporate an intersectional framework that will allow us to understand the complex nature of discrimination and cardiovascular disease risk for individuals of varying intersecting identities and social positions.
Collapse
Affiliation(s)
- Stephanie H. Cook
- Department of Social and Behavioral SciencesNew York University School of Global Public HealthNew YorkNYUSA
- Department of BiostatisticsNew York University School of Global Public HealthNew YorkNYUSA
| | - Erica P. Wood
- Department of Social and Behavioral SciencesNew York University School of Global Public HealthNew YorkNYUSA
| | - James H. Stein
- Department of MedicineUniversity of Wisconsin School of Medicine and Public HealthMadisonWIUSA
| | - Robyn L. McClelland
- Department of BiostatisticsUniversity of Washington School of Public HealthSeattleWAUSA
| |
Collapse
|
3
|
Lidani KCF, Trainor PJ, Bhatia HS, Nasir K, Blaha MJ, Tsai MY, Gottesman RF, Post WS, Thanassoulis G, Tsimikas S, Heckbert SR, DeFilippis AP. Atherothrombotic and thrombolytic biomarkers in incident stroke and atrial fibrillation-related stroke: The Multi-Ethnic Study of Atherosclerosis (MESA). Atherosclerosis 2024; 390:117451. [PMID: 38262276 DOI: 10.1016/j.atherosclerosis.2024.117451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 01/03/2024] [Accepted: 01/09/2024] [Indexed: 01/25/2024]
Abstract
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 CHA2DS2-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 CHA2DS2-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 CHA2DS2-VASc score.
Collapse
Affiliation(s)
| | - Patrick James Trainor
- Department of Chemistry and Biochemistry, New Mexico State University, Las Cruces, USA; School of Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | - Harpreet S Bhatia
- Division of Cardiovascular Medicine, Department of Medicine, University of California San Diego, La Jolla, USA
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, USA
| | - Michael J Blaha
- Ciccarone Center for the Prevention of Heart Disease, Johns Hopkins Medical Institutions, Baltimore, USA
| | - Michael Y Tsai
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, USA
| | - Rebecca F Gottesman
- Stroke Branch, National Institute of Neurological Disorders and Stroke Intramural Research Program, National Institutes of Health, Bethesda, USA
| | - Wendy S Post
- Division of Cardiology, Department of Medicine, Johns Hopkins University, Baltimore, USA
| | - George Thanassoulis
- Department of Medicine, Division of Experimental Medicine, McGill University Health Center, Montreal, Quebec, Canada
| | - Sotirios Tsimikas
- Division of Cardiovascular Medicine, Department of Medicine, University of California San Diego, La Jolla, USA
| | - Susan R Heckbert
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, USA
| | - Andrew Paul DeFilippis
- Division of Cardiovascular Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, USA.
| |
Collapse
|
4
|
Tristão Parra M, Sada I, Gold R, Vella CA, Price C, Miljkovic I, Eastman A, Allison M. Associations between muscle quality and N-terminal pro-B-type natriuretic peptide (NT-proBNP): The multi-ethnic study of atherosclerosis. Am J Med Sci 2024; 367:160-170. [PMID: 38029852 DOI: 10.1016/j.amjms.2023.11.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 11/24/2023] [Indexed: 12/01/2023]
Abstract
INTRODUCTION N-terminal pro-B-type natriuretic peptide (NT-proBNP) is widely used in clinical settings to identify cardiac stress, diagnose, and manage heart failure (HF). We explored the associations between NT-proBNP and both muscle area and density. METHODS A cross-sectional analysis including 1,489 participants from the MESA. Plasma NT-proBNP concentrations and inflammatory biomarkers and health history questionnaires were analyzed. Computed tomography quantified abdominal body composition. Separate multivariable linear regression models were used to assess the associations between both muscle (MA) area and density (MD) and NT-proBNP. RESULTS In models adjusted for sociodemographic characteristics, risk factors for cardiovascular disease, anthropometric variables, and subcutaneous and visceral adiposity, NT-proBNP was inversely associated with total abdominal and psoas MAs. Adjustment for inflammatory markers and MD attenuated these associations to the null. Stabilization MA and NT-proBNP were not significantly associated. Analyses per quartiles of MA confirmed lack of a consistent association between stabilization and total abdominal MAs and NT-proBNP. While the third and fourth quartiles of psoas MA were inversely associated with NT-proBNP, adding inflammation biomarkers and MD to the model attenuated the association to the null. Conversely, after full adjustment, NT-proBNP was inversely and significantly associated with total abdominal, stabilization and psoas MDs. For psoas MD, but not the other muscle density variables, the addition of MA to the model attenuated the association to the null. The quartiles of MD were consistently inversely associated with NT-proBNP, where higher MDs showed larger estimates of the association compared to the lowest quartiles, for all muscle groups investigated. CONCLUSION Muscle density is inversely associated with NT-proBNP, while muscle area is not after adjustment for inflammation and muscle density.
Collapse
Affiliation(s)
- Maíra Tristão Parra
- Hebert Wertheim School of Public Health and Longevity Science, University of California, San Diego, La Jolla, California, USA.
| | - Isaac Sada
- School of Medicine, University of California, San Diego, La Jolla, California, USA
| | - Rebecca Gold
- University of Washington, Seattle, Washington, USA
| | - Chantal A Vella
- Department of Movement Sciences, University of Idaho, Moscow, Idaho, USA
| | - Candice Price
- Department of Molecular Biosciences, School of Veterinary Medicine, University of California, Davis, Davis, California, USA
| | - Iva Miljkovic
- School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Amelia Eastman
- School of Medicine, University of California, San Diego, La Jolla, California, USA
| | - Matthew Allison
- School of Medicine, University of California, San Diego, La Jolla, California, USA.
| |
Collapse
|
5
|
Koeth RA, Smith JD, Chung MK. Artificial Sweeteners: A New Dietary Environmental Risk Factor for Atrial Fibrillation? Circ Arrhythm Electrophysiol 2024; 17:e012761. [PMID: 38440869 PMCID: PMC10958529 DOI: 10.1161/circep.124.012761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/06/2024]
Affiliation(s)
- Robert A Koeth
- Department of Cardiovascular and Metabolic Sciences (R.A.K., J.D.S., M.K.C.), Lerner Research Institute, Cleveland, OH
- Center for Microbiome and Human Health (R.A.K.), Lerner Research Institute, Cleveland, OH
- Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH (R.A.K., M.K.C.)
| | - Jonathan D Smith
- Department of Cardiovascular and Metabolic Sciences (R.A.K., J.D.S., M.K.C.), Lerner Research Institute, Cleveland, OH
| | - Mina K Chung
- Department of Cardiovascular and Metabolic Sciences (R.A.K., J.D.S., M.K.C.), Lerner Research Institute, Cleveland, OH
- Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH (R.A.K., M.K.C.)
| |
Collapse
|
6
|
Osibogun O, Ogunmoroti O, Turkson-Ocran RA, Okunrintemi V, Kershaw KN, Allen NB, Michos ED. Financial strain is associated with poorer cardiovascular health: The multi-ethnic study of atherosclerosis. Am J Prev Cardiol 2024; 17:100640. [PMID: 38419947 PMCID: PMC10899015 DOI: 10.1016/j.ajpc.2024.100640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 01/08/2024] [Accepted: 02/12/2024] [Indexed: 03/02/2024] Open
Abstract
Objective Psychosocial stress is associated with increased cardiovascular disease (CVD) risk. The relationship between financial strain, a toxic form of psychosocial stress, and ideal cardiovascular health (CVH) is not well established. We examined whether financial strain was associated with poorer CVH in a multi-ethnic cohort free of CVD at baseline. Methods This was a cross-sectional analysis of 6,453 adults aged 45-84 years from the Multi-Ethnic Study of Atherosclerosis. Financial strain was assessed by questionnaire and responses were categorized as yes or no. CVH was measured from 7 metrics (smoking, body mass index, physical activity, diet, total cholesterol, blood glucose and blood pressure). A CVH score of 14 was calculated by assigning points to the categories of each metric (poor = 0 points, intermediate = 1 point, ideal = 2 points). Multinomial logistic regression was used to examine the association of financial strain with the CVH score (inadequate 0-8, average 9-10, and optimal 11-14 points) adjusting for sociodemographic factors, depression and anxiety. Results The mean age (SD) was 62 (10) and 53 % were women. Financial strain was reported by 25 % of participants. Participants who reported financial strain had lower odds of average (OR, 0.82 [95 % CI, 0.71, 0.94]) and optimal (0.73 [0.62, 0.87]) CVH scores. However, in the fully adjusted model, the association was only significant for optimal CVH scores (0.81, [0.68, 0.97]). Conclusion Financial strain was associated with poorer CVH. More research is needed to understand this relationship so the burden of CVD can be decreased, particularly among people experiencing financial hardship.
Collapse
Affiliation(s)
- Olatokunbo Osibogun
- Department of Epidemiology, Robert Stempel College of Public Health and Social Work, Florida International University, Miami, FL, USA
| | - Oluseye Ogunmoroti
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
- The Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Victor Okunrintemi
- Division of Cardiovascular Disease, Houston Methodist Hospital, Houston, TX, USA
| | - Kiarri N. Kershaw
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Norrina B. Allen
- Division of Cardiovascular Disease, Houston Methodist Hospital, Houston, TX, USA
| | - Erin D. Michos
- The Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| |
Collapse
|
7
|
Aslamy A, Wood AC, Jensen ET, Bertoni AG, Sheridan PA, Wong KE, Ramesh G, Rotter JI, Chen YDI, Goodarzi MO. Increased Plasma Branched Short-Chain Fatty Acids and Improved Glucose Homeostasis: The Microbiome and Insulin Longitudinal Evaluation Study (MILES). Diabetes 2024; 73:385-390. [PMID: 37992186 PMCID: PMC10882143 DOI: 10.2337/db23-0401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 11/18/2023] [Indexed: 11/24/2023]
Abstract
Short-chain fatty acids (SCFAs) have been extensively studied for potential beneficial roles in glucose homeostasis and risk of diabetes; however, most of this research has focused on butyrate, acetate, and propionate. The effect on metabolism of branched SCFAs (BSCFAs; isobutyrate, isovalerate, and methylbutyrate) is largely unknown. In a cohort of 219 non-Hispanic White participants and 126 African American participants, we examined the association of BSCFA with dysglycemia (prediabetes and diabetes) and oral glucose tolerance test-based measures of glucose and insulin homeostasis, as well as with demographic, anthropometric, lifestyle, and lipid traits, and other SCFAs. We observed a bimodal distribution of BSCFAs, with 25 individuals having high levels (H-BSCFA group) and 320 individuals having lower levels (L-BSCFA group). The prevalence of dysglycemia was lower in the H-BSCFA group compared with the L-BSCFA group (16% vs. 49%; P = 0.0014). This association remained significant after adjustment for age, sex, race, BMI, and levels of other SCFAs. Consistent with the lower rate of dysglycemia, fasting and postprandial glucose levels were lower and the disposition index was higher in the H-BSCFA group. Additional findings in H-BSCFA versus L-BSCFA included lower fasting and postprandial C-peptide levels and lower insulin clearance without differences in insulin levels, insulin sensitivity, insulin secretion, or other variables examined, including diet and physical activity. As one of the first human studies associating higher BSCFA levels with lower odds of dysglycemia and improved glucose homeostasis, this study sets the stage for further investigation of BSCFA as a novel target for prevention or treatment of diabetes. ARTICLE HIGHLIGHTS
Collapse
Affiliation(s)
- Arianne Aslamy
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Alexis C. Wood
- USDA/ARS Children’s Nutrition Research Center, Baylor College of Medicine, Houston, TX
| | - Elizabeth T. Jensen
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, NC
| | - Alain G. Bertoni
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, NC
| | | | | | - Gautam Ramesh
- School of Medicine, University of California San Diego, La Jolla, CA
| | - Jerome I. Rotter
- Institute for Translational Genomics and Population Sciences, The Lundquist Institute for Biomedical Innovation and Department of Pediatrics, UCLA Medical Center, Harbor-Torrance, CA
| | - Yii-Der I. Chen
- Institute for Translational Genomics and Population Sciences, The Lundquist Institute for Biomedical Innovation and Department of Pediatrics, UCLA Medical Center, Harbor-Torrance, CA
| | - Mark O. Goodarzi
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA
| |
Collapse
|
8
|
Larsen B, Bellettiere J, Allison M, Ryu R, Tam RM, McClelland RL, Miljkovic I, Vella C, Ouyang P, Criqui M, Unkart J. Associations of Abdominal Muscle Density and Area and Incident Cardiovascular Disease, Coronary Heart Disease, and Stroke: The Multi-Ethnic Study of Atherosclerosis. J Am Heart Assoc 2024; 13:e032014. [PMID: 38348808 PMCID: PMC11010071 DOI: 10.1161/jaha.123.032014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 01/16/2024] [Indexed: 02/21/2024]
Abstract
BACKGROUND Muscle density is inversely associated with all-cause mortality, but associations with cardiovascular disease (CVD) risk are not well understood. This study evaluated the association between muscle density and muscle area and incident total CVD, coronary heart disease (CHD), and stroke in diverse men and women. METHODS AND RESULTS Adult participants (N=1869) in the Multi-Ethnic Study of Atherosclerosis Ancillary Body Composition Study underwent computer tomography scans of the L2-L4 region of the abdomen. Muscle was quantified by density (Hounsfield units) and area in cm2. Sex-stratified Cox proportional hazard models assessed associations between incident total CVD, incident CHD, and incident stroke across sex-specific percentiles of muscle area and density, which were entered simultaneously into the model. Mean age for men and women at baseline were 64.1 and 65.1 years, respectively, and median follow-up time was 10.3 years. For men, associations between muscle density and incident CVD were inverse but not significant in fully adjusted models (P trend=0.15). However, there was an inverse association between density and CHD (P trend=0.02; HR, 0.26 for 95th versus 10th percentile), and no association with stroke (P trend=0.78). Conversely, for men, there was a strong positive association between muscle area and incident CVD (HR, 4.19 for 95th versus 10th percentile; P trend<0.001). Associations were stronger for CHD (HR, 6.18 for 95th versus 10th percentile; P trend<0.001), and null for stroke (P trend=0.67). Associations for women were mostly null. CONCLUSIONS For men, abdominal muscle density is associated with lower CHD risk, whereas greater muscle area is associated with markedly increased risk of CHD.
Collapse
Affiliation(s)
- Britta Larsen
- Herbert Wertheim School of Public Health and Human Longevity ScienceUniversity of California San DiegoSan DiegoCAUSA
| | - John Bellettiere
- Herbert Wertheim School of Public Health and Human Longevity ScienceUniversity of California San DiegoSan DiegoCAUSA
| | - Matthew Allison
- Department of Family Medicine & Public HealthUniversity of California San DiegoSan DiegoCAUSA
| | - Rita Ryu
- Herbert Wertheim School of Public Health and Human Longevity ScienceUniversity of California San DiegoSan DiegoCAUSA
| | - Rowena M. Tam
- Herbert Wertheim School of Public Health and Human Longevity ScienceUniversity of California San DiegoSan DiegoCAUSA
| | | | - Iva Miljkovic
- Department of EpidemiologyUniversity of PittsburgPAUSA
| | - Chantal Vella
- Department of Movement SciencesUniversity of IdahoBoiseIDUSA
| | - Pamela Ouyang
- Department of MedicineJohns Hopkins School of MedicineBaltimoreMDUSA
| | - Michael Criqui
- Department of Family Medicine & Public HealthUniversity of California San DiegoSan DiegoCAUSA
| | - Jonathan Unkart
- Department of Family Medicine & Public HealthUniversity of California San DiegoSan DiegoCAUSA
| |
Collapse
|
9
|
Schaich CL, Bancks MP, Hayden KM, Ding J, Rapp SR, Bertoni AG, Heckbert SR, Hughes TM, Mongraw-Chaffin M. Visit-to-Visit Glucose Variability, Cognition, and Global Cognitive Decline: The Multi-Ethnic Study of Atherosclerosis. J Clin Endocrinol Metab 2023; 109:e243-e252. [PMID: 37497618 PMCID: PMC10735301 DOI: 10.1210/clinem/dgad444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 07/09/2023] [Accepted: 07/26/2023] [Indexed: 07/28/2023]
Abstract
CONTEXT Higher visit-to-visit glucose variability (GV) is associated with dysglycemia and type 2 diabetes (T2D), key risk factors for cognitive decline. OBJECTIVE Evaluate the association of GV with cognitive performance and decline in racially/ethnically diverse older populations with and without T2D. METHODS We calculated the standard deviation of glucose (SDG), average real variability (ARV), and variability independent of the mean (VIM) among 4367 Multi-Ethnic Study of Atherosclerosis participants over 6 clinical examinations. Participants completed a cognitive assessment at the fifth examination, and a subset completed a second assessment 6 years later. We used multivariable linear regression to estimate the association of intraindividual GV with cognitive test scores after adjustments for cardiovascular risk factors and mean glucose level over the study period. RESULTS Two-fold increments in the VIM and SDG were associated with worse Cognitive Abilities Screening Instrument (CASI) performance, while two-fold increments in VIM and ARV were associated with worse Digit Symbol Coding test score. GV measures were not associated with change in CASI performance among 1834 participants with repeat CASI data 6 years later. However, among 229 participants with incident T2D, the SDG and VIM were associated with decline in CASI (-1.7 [95% CI: -3.1, -0.3] and -2.1 [-3.7, -0.5] points, respectively). In contrast, single-timepoint glucose and HbA1c were not associated with CASI decline among participants with or without incident T2D. CONCLUSION Higher visit-to-visit GV over 16 to 18 years is associated with worse cognitive performance in the general population, and with modest global cognitive decline in participants with T2D.
Collapse
Affiliation(s)
- Christopher L Schaich
- Department of Surgery, Hypertension and Vascular Research Center, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA
| | - Michael P Bancks
- Department of Epidemiology and Prevention, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA
| | - Kathleen M Hayden
- Department of Social Sciences and Health Policy, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA
| | - Jingzhong Ding
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA
| | - Stephen R Rapp
- Department of Psychiatry and Behavioral Medicine, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA
| | - Alain G Bertoni
- Department of Epidemiology and Prevention, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA
| | - Susan R Heckbert
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA 98105, USA
| | - Timothy M Hughes
- Department of Epidemiology and Prevention, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA
| | - Morgana Mongraw-Chaffin
- Department of Epidemiology and Prevention, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA
| |
Collapse
|
10
|
Harhay MN, Kim Y, Moore K, Harhay MO, Katz R, Shlipak MG, Mattix-Kramer HJ. Modifiable kidney disease risk factors among nondiabetic adults with obesity from the Multi-Ethnic Study of Atherosclerosis. Obesity (Silver Spring) 2023; 31:3056-3065. [PMID: 37766596 DOI: 10.1002/oby.23883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 07/12/2023] [Accepted: 07/19/2023] [Indexed: 09/29/2023]
Abstract
OBJECTIVE It is unknown whether weight change or physical fitness is associated with chronic kidney disease (CKD) risk among nondiabetic adults with obesity. METHODS This was a prospective, longitudinal cohort study of adults with obesity without baseline CKD or diabetes enrolled in the Multi-Ethnic Study of Atherosclerosis (MESA). Linear mixed-effects and multistate models were adjusted for demographics, time-varying covariates including blood pressure, and comorbidities these were used to examine associations of weight change and slow walking pace (<2 miles/h) with (i) rate of annual estimated glomerular filtration rate (eGFR) decline and (ii) incident CKD, defined as eGFRCr-Cys < 60 mL/min/1.73 m2 , and tested for interaction by baseline hypertension status. RESULTS Among 1208 included MESA participants (median BMI 33.0 kg/m2 [interquartile range 31.2-35.9]), 15% developed CKD. Slow walking pace was associated with eGFR decline (-0.27 mL/min/1.73 m2 /year; 95% CI: -0.42 to -0.12) and CKD risk (adjusted hazard ratio 1.48; 95% CI: 1.08 to 2.01). Weight gain was associated with CKD risk (adjusted hazard ratio 1.34; 95% CI: 1.02 to 1.78 per 5 kg weight gain from baseline). There was no significant interaction by baseline hypertension status. CONCLUSIONS Slow walking pace and weight gain were associated with CKD risk among adults with obesity who did not have diabetes at baseline.
Collapse
Affiliation(s)
- Meera N Harhay
- Department of Medicine, Drexel University College of Medicine, Philadelphia, Pennsylvania, USA
- Department of Epidemiology and Biostatistics, Drexel University Dornsife School of Public Health, Philadelphia, Pennsylvania, USA
- Department of Medicine, Division of Nephrology, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
| | - Yuna Kim
- Department of Epidemiology and Biostatistics, Drexel University Dornsife School of Public Health, Philadelphia, Pennsylvania, USA
| | - Kari Moore
- Urban Health Collaborative, Drexel University Dornsife School of Public Health, Philadelphia, Pennsylvania, USA
| | - Michael O Harhay
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Ronit Katz
- Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington, USA
| | - Michael G Shlipak
- Kidney Health Research Collaborative, San Francisco VA Healthcare System and University of California, San Francisco, California, USA
| | - Holly J Mattix-Kramer
- Departments of Public Health Science and Medicine, Division of Nephrology and Hypertension, Loyola University Chicago, Maywood, Illinois, USA
| |
Collapse
|
11
|
Kazibwe R, Chevli PA, Evans JK, Allison M, Michos ED, Wood AC, Ding J, Shapiro MD, Mongraw‐Chaffin M. Association Between Alcohol Consumption and Ectopic Fat in the Multi-Ethnic Study of Atherosclerosis. J Am Heart Assoc 2023; 12:e030470. [PMID: 37681576 PMCID: PMC10547290 DOI: 10.1161/jaha.123.030470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 08/11/2023] [Indexed: 09/09/2023]
Abstract
Background The relationship between alcohol consumption and ectopic fat distribution, both known factors for cardiovascular disease, remains understudied. Therefore, we aimed to examine the association between alcohol consumption and ectopic adiposity in adults at risk for cardiovascular disease. Methods and Results In this cross-sectional analysis, we categorized alcohol intake among participants in MESA (Multi-Ethnic Study of Atherosclerosis) as follows (drinks/day): <1 (light drinking), 1 to 2 (moderate drinking), >2 (heavy drinking), former drinking, and lifetime abstention. Binge drinking was defined as consuming ≥5 drinks on 1 occasion in the past month. Visceral, subcutaneous, and intermuscular fat area, pericardial fat volume, and hepatic fat attenuation were measured using noncontrast computed tomography. Using multivariable linear regression, we examined the associations between categories of alcohol consumption and natural log-transformed fat in ectopic depots. We included 6756 MESA participants (62.1±10.2 years; 47.2% women), of whom 6734 and 1934 had chest computed tomography (pericardial and hepatic fat) and abdominal computed tomography (subcutaneous, intermuscular, and visceral fat), respectively. In adjusted analysis, heavy drinking, relative to lifetime abstention, was associated with a higher (relative percent difference) pericardial 15.1 [95% CI, 7.1-27.7], hepatic 3.4 [95% CI, 0.1-6.8], visceral 2.5 [95% CI, -10.4 to 17.2], and intermuscular 5.2 [95% CI, -6.6 to 18.4] fat but lower subcutaneous fat -3.5 [95% CI, -15.5 to 10.2]). The associations between alcohol consumption and ectopic adiposity exhibited a J-shaped pattern. Binge drinking, relative to light-to-moderate drinking, was also associated with higher ectopic fat. Conclusions Alcohol consumption had a J-shaped association with ectopic adiposity. Both heavy alcohol intake and binge alcohol drinking were associated with higher ectopic fat.
Collapse
Affiliation(s)
- Richard Kazibwe
- Department of Internal Medicine, Section on Hospital MedicineWake Forest University School of MedicineWinston SalemNCUSA
| | - Parag A. Chevli
- Department of Internal Medicine, Section on Hospital MedicineWake Forest University School of MedicineWinston SalemNCUSA
| | - Joni K. Evans
- Department of Biostatistics and Data ScienceWake Forest University School of MedicineWinston‐SalemNCUSA
| | - Matthew Allison
- Department of Family MedicineUniversity of California San DiegoLa JollaCAUSA
| | - Erin D. Michos
- Division of Cardiology, Department of MedicineJohns Hopkins School of MedicineBaltimoreMDUSA
| | - Alexis C. Wood
- USDA/ARS Children’s Nutrition Research CenterBaylor College of MedicineHoustonTXUSA
| | - Jingzhong Ding
- Department of Internal Medicine, Section on Gerontology and Geriatric MedicineWake Forest School of MedicineWinston‐SalemNCUSA
| | - Michael D. Shapiro
- Center for the Prevention of Cardiovascular Disease Section on Cardiovascular MedicineWake Forest University School of MedicineWinston‐SalemNCUSA
| | | |
Collapse
|
12
|
Kianersi S, Redline S, Mongraw-Chaffin M, Huang T. Associations of Slow-Wave Sleep With Prevalent and Incident Type 2 Diabetes in the Multi-Ethnic Study of Atherosclerosis. J Clin Endocrinol Metab 2023; 108:e1044-e1055. [PMID: 37084404 PMCID: PMC10686689 DOI: 10.1210/clinem/dgad229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 04/17/2023] [Accepted: 04/17/2023] [Indexed: 04/23/2023]
Abstract
CONTEXT N3 sleep (i.e., slow-wave sleep), a marker of deep restorative sleep, is implicated in hormonal and blood pressure regulation and may impact cardiometabolic health. OBJECTIVE We conducted cross-sectional and prospective analyses to test whether a higher proportion and longer duration of N3 sleep are associated with reduced type 2 diabetes risk. METHODS A subsample of participants from the Multi-Ethnic Study of Atherosclerosis completed 1-night polysomnography at Exam 5 (2010-2013) and were prospectively followed until Exam 6 (2016-2018). We used modified Poisson regression to examine the cross-sectional associations of N3 proportion and duration with prevalent diabetes and Cox proportional hazards models to estimate risk of diabetes according to N3 measures. RESULTS In cross-sectional analyses (n = 2026, mean age: 69 years), diabetes prevalence was 28% (n = 572). Compared with the first quartile (Q1) of the N3 proportion (<2.0%), participants in Q4 (≥15.4%) were 29% (95% CI 0.58, 0.87) less likely to have prevalent diabetes (P trend = .0016). The association attenuated after adjustment for demographics, lifestyles, and sleep-related factors (P trend = .3322). In prospective analyses of 1251 participants and 129 incident cases over 6346 person-years of follow-up, a curvilinear relationship was observed between N3 proportion and incident diabetes risk. In the fully adjusted model, the hazard ratio (95% CI) of developing diabetes vs Q1 was 0.47 (0.26, 0.87) for Q2, 0.34 (0.15, 0.77) for Q3, and 0.32 (0.10, 0.97) for Q4 (P nonlinearity = .0213). The results were similar for N3 duration. CONCLUSION Higher N3 proportion and longer N3 duration were prospectively associated with lower type 2 diabetes risk in a nonlinear fashion among older American adults.
Collapse
Affiliation(s)
- Sina Kianersi
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA 02115, USA
| | - Susan Redline
- Division of Sleep Medicine, Harvard Medical School, Boston, MA 02115, USA
- Division of Sleep and Circadian Disorders, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Morgana Mongraw-Chaffin
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
| | - Tianyi Huang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA 02115, USA
- Division of Sleep Medicine, Harvard Medical School, Boston, MA 02115, USA
| |
Collapse
|
13
|
Hussain BM, Deierlein AL, Kanaya AM, Talegawkar SA, O’Connor JA, Gadgil MD, Lin Y, Parekh N. Concordance between Dash Diet and Hypertension: Results from the Mediators of Atherosclerosis in South Asians Living in America (MASALA) Study. Nutrients 2023; 15:3611. [PMID: 37630801 PMCID: PMC10458588 DOI: 10.3390/nu15163611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 08/10/2023] [Accepted: 08/14/2023] [Indexed: 08/27/2023] Open
Abstract
High blood pressure is an important predictor of atherosclerotic cardiovascular disease (ASCVD), particularly among South Asians, who are at higher risk for ASCVD when compared to other population groups. The Dietary Approaches to Stop Hypertension (DASH) dietary pattern is established as the best proven nonpharmacological approach to preventing hypertension in adults. Using data from the Mediators of Atherosclerosis in South Asians Living in America (MASALA) cohort, we calculated a DASH dietary score to examine the association between adherence to the DASH diet and its components, and prevalent and incident hypertension and systolic and diastolic blood pressure, after five years of follow-up. We found that the relative risk ratio (RRR) of incident hypertension was 67% lower among participants in the highest DASH diet score category (aRRR: 0.33; 95% CI: 0.13, 0.82; ptrend = 0.02) compared with those in the lowest DASH diet score category in fully adjusted models. These findings are consistent with previous clinical trials and large prospective cohort studies, adding to evidence that supports the diet-disease relationship established between DASH diet and hypertension. This study is the first to examine DASH diet adherence and hypertension among South Asian adults in the U.S.
Collapse
Affiliation(s)
- Bridget Murphy Hussain
- Public Health Program, Marion Peckham Egan School of Nursing and Health Studies, Fairfield University, Fairfield, CT 06824, USA;
| | - Andrea L. Deierlein
- Public Health Nutrition, School of Global Public Health, New York University, New York, NY 10012, USA; (A.L.D.); (J.A.O.)
- Department of Population Health, New York University Langone Health, New York, NY 10016, USA
| | - Alka M. Kanaya
- Division of General Internal Medicine, Department of Medicine, University of California, San Francisco, CA 94115, USA; (A.M.K.); (M.D.G.)
| | - Sameera A. Talegawkar
- Departments of Exercise and Nutrition Sciences and Epidemiology, Milken Institute School of Public Health, The George Washington University, Washington, DC 20052, USA;
| | - Joyce A. O’Connor
- Public Health Nutrition, School of Global Public Health, New York University, New York, NY 10012, USA; (A.L.D.); (J.A.O.)
| | - Meghana D. Gadgil
- Division of General Internal Medicine, Department of Medicine, University of California, San Francisco, CA 94115, USA; (A.M.K.); (M.D.G.)
| | - Yong Lin
- Department of Biostatistics and Epidemiology, School of Public Health, Rutgers University, Newark, NJ 07103, USA;
| | - Niyati Parekh
- Public Health Nutrition, School of Global Public Health, New York University, New York, NY 10012, USA; (A.L.D.); (J.A.O.)
- Department of Population Health, New York University Langone Health, New York, NY 10016, USA
- Rory Meyers College of Nursing, New York University, New York, NY 10012, USA
| |
Collapse
|
14
|
Mayo NL, Lopez DA, Block RC, Shi H, Bertoni AG, Diaz KM, Ding J, Post WS, Liu Y, Li D. Association of Domains of Sedentary Behavior with Cardiovascular Disease Events in The Multi-Ethnic Study of Atherosclerosis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.06.27.23291977. [PMID: 37425925 PMCID: PMC10327288 DOI: 10.1101/2023.06.27.23291977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
Background Sedentary behavior is associated with an increased risk for adverse health outcomes, including cardiovascular disease (CVD), independent of physical activity status. Little is known about this relationship in an ethnically diverse population. The objective of our study is to assess the effects of leisure time and occupational sedentary behavior on multiple cardiovascular outcomes in a multi-ethnic cohort. Methods The Multi-Ethnic Study of Atherosclerosis (MESA) includes 2619 Caucasian, 1495 Hispanic, 1891 Black, and 804 Chinese-American adults aged 45-84 years and free of clinical CVD at enrollment, Sedentary behavior was self-reported at baseline. Participants were followed for an average of 13.6 years, and 14 types of cardiovascular outcomes were ascertained. Hazards of each cardiovascular outcome were modeled with adjustment for potential confounders, including physical activity. Results Every one hour per day increase in leisure time sedentary behavior predicts a 6% increase in the adjusted hazards for CVD death ( P < 0.05). Every one hour increase in occupational sedentary time predicts a 21% and 20% decrease in the hazard for PVD and other revascularization, respectively ( P < 0.05). Conclusions Leisure time sedentary behavior was associated with increased hazards for CVD death, but occupational sedentary time appears to be protective of peripheral vascular disease and other revascularization. Condensed Abstract Sedentary behavior has been consistently associated with an increased risk for adverse health outcomes, including cardiovascular disease (CVD), independent of physical activity status. The Multi-Ethnic Study of Atherosclerosis (MESA) consists of a racially and ethnically diverse cohort of adults age 45-84, free from CVD at baseline. Greater levels of leisure time sedentary behavior predicted increased hazards for PVD and CVD death after an average follow up of 13.6 years whereas occupational sedentary behaviors predicted reduced PVD. These results underscore the importance of reducing time spent sitting in addition to advocating for meeting physical activity targets across ethnicities.
Collapse
|
15
|
Rai SK, Gortmaker SL, Hu FB, Kanaya AM, Kandula NR, Sun Q, Bhupathiraju SN. A South Asian Mediterranean-style diet is associated with favorable adiposity measures and lower diabetes risk: The MASALA cohort. Obesity (Silver Spring) 2023; 31:1697-1706. [PMID: 37203330 PMCID: PMC10204148 DOI: 10.1002/oby.23759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 01/29/2023] [Accepted: 02/06/2023] [Indexed: 05/20/2023]
Abstract
OBJECTIVE The Mediterranean diet is associated with lower risks for type 2 diabetes (T2D) and cardiovascular disease in certain populations, although data among diverse groups are limited. This study evaluated cross-sectional and prospective associations between a novel South Asian Mediterranean-style (SAM) diet and cardiometabolic risk among US South Asian individuals. METHODS The study included 891 participants at baseline in the Mediators of Atherosclerosis in South Asians Living in America (MASALA) study. Culturally relevant foods were grouped into nine categories to construct the SAM score. The study examined associations of this score with cardiometabolic risk factors and incident T2D. RESULTS At baseline, higher adherence to the SAM diet was associated with lower glycated hemoglobin (-0.43% ± 0.15% per 1-unit increase in SAM score; p = 0.004) and lower pericardial fat volume (-1.22 ± 0.55 cm3 ; p = 0.03), as well as a lower likelihood of obesity (odds ratio [OR]: 0.88, 95% CI: 0.79-0.98) and fatty liver (OR: 0.82, 95% CI: 0.68-0.98). Over the follow-up (~5 years), 45 participants developed T2D; each 1-unit increase in SAM score was associated with a 25% lower odds of incident T2D (OR: 0.75, 95% CI: 0.59-0.95). CONCLUSIONS A greater intake of a SAM diet is associated with favorable adiposity measures and a lower likelihood of incident T2D.
Collapse
Affiliation(s)
- Sharan K. Rai
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA
- Population Health Sciences, Graduate School of Arts and Sciences, Harvard University, Cambridge, MA
| | - Steven L. Gortmaker
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA
| | - Frank B. Hu
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA
- Channing Division of Network Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
| | - Alka M. Kanaya
- Division of General Internal Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA
| | - Namratha R. Kandula
- Division of General Internal Medicine and Geriatrics, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Qi Sun
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA
- Channing Division of Network Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA
| | - Shilpa N. Bhupathiraju
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA
- Channing Division of Network Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
| |
Collapse
|
16
|
Peng X, Chen S, Zhong L, Li Y, Wu C, Zhong L, Chen W, Yang J, Zeng J, Tang S. Cyclocarya paliurus leaves extracts alleviate metabolic phenotypes in Chinese T2DM patients by modulating gut microbiota and metabolites: a clinical randomized controlled trial. Front Endocrinol (Lausanne) 2023; 14:1176256. [PMID: 37293505 PMCID: PMC10246770 DOI: 10.3389/fendo.2023.1176256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 05/04/2023] [Indexed: 06/10/2023] Open
Abstract
Objective We aimed to investigate the effect of Cyclocarya paliurus leaves extracts (CP) on glucose and blood lipid metabolism and its relationship with intestinal flora in type 2 diabetes mellitus (T2DM) patients. Methods In this open-label, 84-day randomized controlled trial, a total of 38 T2DM patients were randomly assigned to the CP group or the Glipizide group (G group) in a 2:1 ratio. T2DM-associated metabolic phenotypes, gut microbiota and metabolites including short-chain fatty acids (SCFAs) and bile acids (BAs) were detected. Results At the end of intervention, CP, like Glipizide, significantly improved HbA1c level and other glucose metabolism parameters (fasting plasma glucose (FBG), 2-hour post-meal blood glucose (2hPBG), the area under curve of oral glucose tolerance test glucose (OGTT glucose AUC)). Moreover, CP also resulted in the significant improvement in the levels of blood lipid and blood pressure. Notably, the improvement in blood lipid(triglycerides (TG) and high-density lipoprotein cholesterol (HDL-c)) and blood pressure (diastolic blood pressure (DBP)) was significantly greater in the CP group compared with the G group. Furthermore, the liver and kidney function parameters did not significantly change in both CP group and the G group over the 84-day period. Additionally, the enrichment of potentially beneficial bacteria (Faecalibacterium and Akkermansia), SCFAs and unconjugated BAs and the depletion of potential pathogenic bacteria (Prevotella_9) and conjugated BAs were observed in the CP group, while the abundances of the gut microbial were kept stable in the G group after intervention. Conclusion CP displays a more beneficial effect in the alleviation of T2DM-associated metabolic phenotypes than glipizide by regulating gut microbiota and metabolites in T2DM patients, with no significant effects on liver and kidney function.
Collapse
Affiliation(s)
- Xiaojuan Peng
- Department of Endocrinology, Liuzhou People’s Hospital, Liuzhou, Guangxi, China
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, China
- Department of Endocrinology, Affiliated Hospital of Xiangnan University, Chenzhou, Hunan, China
| | - Sisi Chen
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, China
| | - Lu Zhong
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, China
| | - Yuting Li
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, China
| | - Chutian Wu
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, China
| | - Lixian Zhong
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, China
| | - Weiwei Chen
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, China
| | - Jinying Yang
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, China
| | - Jiahua Zeng
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, China
| | - Shaohui Tang
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, Guangdong, China
| |
Collapse
|
17
|
Al Rifai M, Kanaya AM, Kandula NR, Patel J, Al-Mallah MH, Budoff M, Cainzos-Achirica M, Criqui MH, Virani SS. Association of Coronary Artery Calcium Density and Volume With Predicted Atherosclerotic Cardiovascular Disease Risk and Cardiometabolic Risk Factors in South Asians: The Mediators of Atherosclerosis in South Asians Living in America (MASALA) Study. Curr Probl Cardiol 2023; 48:101105. [PMID: 34999157 PMCID: PMC9259756 DOI: 10.1016/j.cpcardiol.2022.101105] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 01/03/2022] [Indexed: 02/07/2023]
Abstract
Individuals of South Asian (SA) ancestry are predisposed to a higher risk of atherosclerotic cardiovascular disease (ASCVD). Coronary artery calcium (CAC) volume and density can identify coronary plaque characteristics unique to SA that may provide important prognostic information to identify high risk individuals beyond traditional CAC scores. We used data from the Mediators of Atherosclerosis in South Asians Living in America (MASALA). CAC density and volume were assessed according to established protocols. ASCVD risk was estimated using the pooled cohort equations (PCE). Multivariable-adjusted linear regression models were used to study the association between the PCE and advanced CAC measures, and between cardiovascular risk factors and CAC density and volume. Our analyses included 1,155 participants (mean age 57 (SD 9) years, 52% men) with information on advanced CAC measures. After multivariable-adjustment, the PCE was associated with both CAC density (β 0.24, 95% CI 0.12,0.35) and CAC volume (β 0.43, 95% CI 0.38,0.48). High-density lipoprotein cholesterol was directly associated with CAC density while waist circumference was inversely associated with it. Body mass index, hypertension status, statin use, diabetes, and HOMA-IR were all directly associated with CAC volume. Estimated ASCVD risk was associated with both CAC volume and density. Different cardiometabolic risk factors are associated with CAC density and volume. Future longitudinal studies are required to demonstrate the interrelationship of advanced CAC measures and cardiovascular risk factors with incident ASCVD outcomes.
Collapse
Affiliation(s)
- Mahmoud Al Rifai
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX
| | - Alka M Kanaya
- Department of Medicine, University of California, San Francisco, CA
| | - Namratha R Kandula
- Feinberg School of Medicine, Division of General Internal Medicine, Department of Preventive Medicine, Northwestern University, Chicago, IL
| | - Jaideep Patel
- Pauley Heart Center, Division of Cardiology, Virginia Commonwealth University Medical Center, Richmond, VA
| | - Mouaz H Al-Mallah
- Department of Cardiac Imaging, Houston Methodist Hospital, Houston, TX
| | - Matthew Budoff
- Division of Cardiology, Los Angeles Biomedical Research Institute, Torrance, CA
| | - Miguel Cainzos-Achirica
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, DeBakey Heart & Vascular Center, Center for Outcomes Research, Houston Methodist, Houston TX
| | - Michael H Criqui
- Division of Preventive Medicine, Department of Family Medicine and Public Health, San Diego, CA; University of California, San Diego School of Medicine, CA
| | - Salim S Virani
- Division of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center and Baylor College of Medicine, Houston, TX; Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX.
| |
Collapse
|
18
|
Sheng Q, Ding J, Gao Y, Patel RJS, Post WS, Martin SS. Cardiovascular health trajectories and subsequent cardiovascular disease and mortality: The multi-ethnic study of atherosclerosis (MESA). Am J Prev Cardiol 2022; 13:100448. [PMID: 36588665 PMCID: PMC9798133 DOI: 10.1016/j.ajpc.2022.100448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 10/24/2022] [Accepted: 12/08/2022] [Indexed: 12/14/2022] Open
Abstract
Objective Longitudinal trajectories of cardiovascular health (CVH) may reflect vascular risk burden due to prolonged cumulative exposure to non-ideal CVH levels. Identifying individuals who have a higher risk CVH trajectory may facilitate treatment, screening, and prevention. We aimed to characterize 10-year trajectories of CVH and examine the associations between CVH trajectories and subsequent cardiovascular disease (CVD) and mortality. Methods We analyzed 3674 MESA participants who completed four exams and remained CVD-free from 2000 to 2011. A 12-point CVH score was calculated based on physical activity, smoking status, body mass index, cholesterol, blood pressure, and glucose. Ideal CVH was defined as a score ≥ 9. Group-based trajectory modeling was used to identify trajectories of ideal CVH. Cox models were used to examine the association of CVH trajectories with incident CVD and death from 2011 to 2018, adjusting for age, sex, race/ethnicity, income, education, and marital status. Results Three trajectories were identified based on the probability of achieving ideal CVH: high (n = 1251), medium (n = 760), and persistently low (n = 1663). Almost half (45.3%) of the participants had a persistently low trajectory. During a median of 7.7 years follow-up, 392 incident CVD events and 459 deaths occurred. Compared with the high CVH group, participants in the persistently low CVH trajectory group had elevated risks for CVD (adjusted hazard ratios 1.49, 95% confidence interval 1.15-1.93) and mortality (1.34, 1.06-1.70), and participants in the medium group had moderate risks for CVD (1.17, 0.86-1.59) and mortality (1.15, 0.87-1.53) (p-value for trend 0.002 for CVD, 0.014 for mortality). Conclusion Persistently nonideal CVH is a common trajectory. Targeted prevention programs might benefit individuals with persistently nonideal CVH given their elevated risk of subsequent CVD and mortality.
Collapse
Affiliation(s)
- Qicong Sheng
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jie Ding
- Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Yumin Gao
- Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Reshmi JS Patel
- Krieger School of Arts and Sciences, Johns Hopkins University, Baltimore, MD, USA
| | - Wendy S Post
- Johns Hopkins University School of Medicine, Baltimore, MD, USA,Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Seth S Martin
- Johns Hopkins University School of Medicine, Baltimore, MD, USA,Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA,Corresponding author at: Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, 600N. Wolfe St, Carnegie 591, Baltimore, MD 21287, USA.
| |
Collapse
|
19
|
Al Rifai M, Szklo M, Patel J, Blaha MJ, Ballantyne CM, Bittner V, Morris P, McEvoy JW, Shapiro MD, Al-Mallah MH, Greenland P, Virani SS. Statin Use and Risk of Diabetes by Subclinical Atherosclerosis Burden (from a Multi-Ethnic Study of Atherosclerosis Report). Am J Cardiol 2022; 184:7-13. [PMID: 36192199 PMCID: PMC10458502 DOI: 10.1016/j.amjcard.2022.08.040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 08/14/2022] [Accepted: 08/31/2022] [Indexed: 11/01/2022]
Abstract
Although there is a significant reduction in atherosclerotic cardiovascular disease risk with statins, a higher risk of diabetes mellitus has been demonstrated in randomized clinical trials. The risk of incident diabetes with statins may be heterogeneous by presence of coronary artery calcium (CAC). We evaluated participants without prevalent diabetes at baseline from the MESA (Multi-Ethnic Study of Atherosclerosis), a prospective cohort study of subjects free of clinical cardiovascular disease at baseline. We used multivariable-adjusted Cox proportional hazards models to study the association between statin use and incident diabetes, adjusting for sociodemographic and cardiovascular risk factors, including time-varying statin use and stratifying by baseline CAC (0, 1 to 100, ≥100). The study population included 5,943 participants with a mean (SD) age of 62 (10) years, 54% women, 41% White, 26% Black, 12% Chinese-American, and 21% Hispanic. In the unadjusted analyses, statin use was associated with a higher risk of incident diabetes (hazard ratio [HR] 1.62, 95% confidence interval [CI] 1.27 to 2.06). After adjustment, this risk was no longer significant (HR 1.13, 95% CI 0.83 to 1.54). Although imprecise, the HR expressing the association of statins with diabetes was lower for those with CAC = 0 (HR 0.80, 95% CI 0.45 to 1.40) than for those with a higher CAC burden (HR 1.30, 95% CI 0.71 to 2.39 for CAC 1 to 100 and HR 1.39, 95% CI 0.85 to 2.28 for CAC ≥100), but this heterogeneity was not statistically significant. In conclusion, statin therapy was not significantly associated with incident diabetes mellitus in this observational study. The risk of incident diabetes did not significantly differ by baseline CAC.
Collapse
Affiliation(s)
- Mahmoud Al Rifai
- Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas.
| | - Moyses Szklo
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Jaideep Patel
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, Maryland; Greater Baltimore Medical Center (Johns Hopkins Heart Center at GBMC), Baltimore, Maryland
| | - Michael J Blaha
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, Maryland
| | | | - Vera Bittner
- Department of Medicine, Division of Cardiovascular Disease, University of Alabama at Birmingham, Birmingham, Alabama
| | - Pamela Morris
- Department of Medicine, Division of Cardiology, Medical University of South Carolina, Charleston, South Carolina
| | - John W McEvoy
- Division of Cardiology, Department of Medicine, Saolta University Healthcare Group, University College Hospital Galway, National University of Ireland, Galway, Ireland; National Institute for Prevention and Cardiovascular Health, National University of Ireland, Galway, Ireland
| | - Michael D Shapiro
- Section of Cardiovascular Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | | | - Philip Greenland
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Salim S Virani
- Section of Cardiology, Baylor College of Medicine, Houston, Texas; Section of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas
| |
Collapse
|
20
|
Makarem N, Castro‐Diehl C, St‐Onge M, Redline S, Shea S, Lloyd‐Jones D, Ning H, Aggarwal B. Redefining Cardiovascular Health to Include Sleep: Prospective Associations With Cardiovascular Disease in the MESA Sleep Study. J Am Heart Assoc 2022; 11:e025252. [PMID: 36259552 PMCID: PMC9673642 DOI: 10.1161/jaha.122.025252] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Background Although sufficient and healthy sleep is inversely associated with cardiovascular disease (CVD) and its risk factors, the American Heart Association's Life's Simple 7 (LS7), as a measure of cardiovascular health (CVH), did not include sleep. We evaluated an expanded measure of CVH that includes sleep as an eighth metric in relation to CVD risk. Methods and Results The analytic sample consisted of MESA (Multi-Ethnic Study of Atherosclerosis) Sleep Study participants who had complete data on sleep characteristics from overnight polysomnography, 7-day wrist actigraphy, validated questionnaires, and the outcome. We computed the LS7 score and 4 iterations of a new CVH score: score 1 included sleep duration, score 2 included sleep characteristics linked to CVD in the literature (sleep duration, insomnia, daytime sleepiness, and obstructive sleep apnea), scores 3 and 4 included sleep characteristics associated with CVD in MESA (score 3: sleep duration and efficiency, daytime sleepiness, and obstructive sleep apnea; score 4: score 3+sleep regularity). Multivariable-adjusted logistic and Cox proportional hazards models evaluated associations of the LS7 and CVH scores 1 to 4 with CVD prevalence and incidence. Among 1920 participants (mean age: 69±9 years; 54% female), there were 95 prevalent CVD events and 93 incident cases (mean follow-up, 4.4 years). Those in the highest versus lowest tertile of the LS7 score and CVH scores 1 to 4 had up to 80% lower odds of prevalent CVD. The LS7 score was not significantly associated with CVD incidence (hazard ratio, 0.62 [95% CI, 0.37-1.04]). Those in the highest versus lowest tertile of CVH score 1, which included sleep duration, and CVH score 4, which included multidimensional sleep health, had 43% and 47% lower incident CVD risk (hazard ratio, 0.57 [95% CI, 0.33-0.97]; and hazard ratio, 0.53 [95% CI, 0.32-0.89]), respectively. Conclusions CVH scores that include sleep health predicted CVD risk in older US adults. The incorporation of sleep as a CVH metric, akin to other health behaviors, may enhance CVD primordial and primary prevention efforts. Findings warrant confirmation in larger cohorts over longer follow-up.
Collapse
Affiliation(s)
- Nour Makarem
- Department of Epidemiology, Mailman School of Public HeathColumbia University Irving Medical CenterNew YorkNY
| | - Cecilia Castro‐Diehl
- Department of Medicine, Brigham and Women’s Hospital and Beth Israel Deaconess Medical CenterHarvard Medical SchoolBostonMA
| | | | - Susan Redline
- Department of Medicine, Brigham and Women’s Hospital and Beth Israel Deaconess Medical CenterHarvard Medical SchoolBostonMA
| | - Steven Shea
- Department of Epidemiology, Mailman School of Public HeathColumbia University Irving Medical CenterNew YorkNY,Department of MedicineColumbia University Irving Medical CenterNew YorkNY
| | - Donald Lloyd‐Jones
- Department of Preventive Medicine, Feinberg School of MedicineNorthwestern UniversityChicagoIL
| | - Hongyan Ning
- Department of Preventive Medicine, Feinberg School of MedicineNorthwestern UniversityChicagoIL
| | - Brooke Aggarwal
- Department of MedicineColumbia University Irving Medical CenterNew YorkNY
| |
Collapse
|
21
|
A Freshwater Fish-Based Diet Alleviates Liver Steatosis by Modulating Gut Microbiota and Metabolites: A Clinical Randomized Controlled Trial in Chinese Participants With Nonalcoholic Fatty Liver Disease. Am J Gastroenterol 2022; 117:1621-1631. [PMID: 35973188 PMCID: PMC9531978 DOI: 10.14309/ajg.0000000000001885] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 06/10/2022] [Indexed: 02/05/2023]
Abstract
INTRODUCTION We aimed to assess the effects of 2 isoenergetic intervention diets (a freshwater fish-based diet [F group] or freshwater fish-based and red meat-based diets alternately [F/M group]) on liver steatosis and their relationship with intestinal flora in patients with nonalcoholic fatty liver disease (NAFLD). METHODS In this open-label, 84-day randomized controlled trial, 34 NAFLD patients with hepatic steatosis ≥10% were randomly assigned to the F group or F/M group in a 1:1 ratio using a computer-generated random number allocation by a researcher not involved in the study. Liver fat content and gut microbiota and its metabolites were measured. RESULTS At the end of intervention, the absolute reduction of hepatic steatosis was significantly greater in the F group than in the F/M group (-4.89% vs -1.83%, P = 0.032). Of the 16 secondary clinical outcomes, the improvement in 7 in the F group was greater compared with the F/M group, including alanine aminotransferase and gamma-glutamyl transferase. Furthermore, dietary freshwater fish and red meat consumption alternately did not exacerbate NAFLD. Moreover, changes in the enrichment of Faecalibacterium, short-chain fatty acids, and unconjugated bile acids and the depletion of Prevotella 9 and conjugated bile acids in the F group were significantly greater compared with the F/M group. DISCUSSION Higher intake of freshwater fish may be beneficial to NAFLD by regulating gut microbiota and its metabolites, whereas intake of a similar total of animal protein and fat from the alternating freshwater fish and red meat may not be harmful for NAFLD in the dietary management of patients with NAFLD.
Collapse
|
22
|
Tristão Parra M, De Moraes ACF, Nascimento-Ferreira MV, Mills PJ, Allison M. Longitudinal Associations of Physical Activity Patterns and the Environment: An 18-Year Follow-Up to the MESA Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:10925. [PMID: 36078632 PMCID: PMC9518075 DOI: 10.3390/ijerph191710925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 08/26/2022] [Accepted: 08/31/2022] [Indexed: 06/15/2023]
Abstract
Introduction: Cross-sectional association between the neighborhood-built environment and physical activity (PA) has been demonstrated previously, indicating the importance of neighborhood perception characteristics such as walkability, safety, and the connectivity of streets on PA levels. Our study aimed to assess the longitudinal data from participants of the Multi-Ethnic Study of Atherosclerosis (MESA) to evaluate the potential relationship between perceived environment and PA patterns. Methods: We analyzed data from a subset of participants (n = 3097) with available PA data who participated in a prospective cohort conducted from 2000 to 2018. The exposure variables were the perceived aspects of the neighborhood environment and the perception of safety, and the outcome was patterns of PA. Patterns were defined as categories reflecting meeting versus not meeting PA guidelines over time. We created the following categories: adopters (individuals who did not meet guidelines at baseline but met guidelines at Exam 6), relapsers (individuals who met guidelines at baseline but did not meet guidelines at Exam 6), maintainers (individuals who met guidelines both at baseline and Exam 6), and insufficiently active (individuals who did not meet guidelines at either baseline or Exam 6). The maintainers' group was considered the reference category. We estimated the relative risk to assess the magnitude effect of the association between environmental perceptions and the outcome. Results: Individuals who reported that lack of parks and playgrounds was "not a problem" in their neighborhood had a 2.3-times higher risk of decreasing their physical activity (i.e., the "relapser" category) compared to maintainers. After full adjustment, perceiving poor sidewalks as "somewhat a serious problem" was associated with a 64% lower risk of becoming an adopter than a maintainer. When compared to those who perceive the neighborhood as "very safe", perception of the neighborhood as "safe" to "not at all safe" (ratings 3, 4, and 5, respectively, on the perceived safety scale) was significantly associated with being classified in the adopter category. Conclusions: As the first longitudinal study of the association of perceived environment and physical activity within the MESA cohort, we conclude that a few aspects are longitudinally associated with being physically active among adults.
Collapse
Affiliation(s)
- Maíra Tristão Parra
- Hebert Wertheim School of Public Health and Longevity Science, UC San Diego, San Diego, CA 92093, USA
| | - Augusto César Ferreira De Moraes
- Michael & Susan Dell Center for Healthy Living, The University of Texas Health Science Center, Houston School of Public Health (UTHealth School of Public Health), Department of Epidemiology, Human Genetics and Environmental Science, Austin Campus, Austin, TX 78701, USA
- Department of Epidemiology, School of Public Health, University of São Paulo, São Paulo 05508-060, Brazil
- YCARE (Youth/Child cArdiovascular Risk and Environmental) Research Group, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo 05508-060, Brazil
| | - Marcus Vinicius Nascimento-Ferreira
- YCARE (Youth/Child cArdiovascular Risk and Environmental) Research Group, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo 05508-060, Brazil
- Physical Activity and Behavior Research (HEALTHY-BRA) Group, Universidade Federal do Tocantins, Miracema 77650-000, Brazil
| | - Paul J. Mills
- Hebert Wertheim School of Public Health and Longevity Science, UC San Diego, San Diego, CA 92093, USA
| | - Matthew Allison
- Department of Preventive Medicine, School of Medicine, UC San Diego, San Diego, CA 92093, USA
| |
Collapse
|
23
|
Bhupathiraju SN, Sawicki CM, Goon S, Gujral UP, Hu FB, Kandula NR, Kanaya AM. A healthy plant-based diet is favorably associated with cardiometabolic risk factors among participants of South Asian ancestry. Am J Clin Nutr 2022; 116:1078-1090. [PMID: 35731596 PMCID: PMC9755998 DOI: 10.1093/ajcn/nqac174] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 06/10/2022] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Plant-based diets are recommended for chronic disease prevention, yet there has been little focus on plant-based diet quality among participants of South Asian ancestry who consume a predominantly plant-based diet. OBJECTIVES We evaluated cross-sectional and prospective associations between plant-based diet quality and cardiometabolic risks among participants of South Asian ancestry who are living in the United States. METHODS We included 891 participants of South Asian ancestry who completed the baseline visit in the Mediators of Atherosclerosis in South Asians Living in America (MASALA) study. The prospective analysis included 735 participants who completed exam 2 (∼5 years after baseline). The plant-based diet quality was assessed using 3 indices: an overall plant-based diet index (PDI) that summarizes the consumption of plant foods, a healthy PDI (hPDI) that measures consumption of healthy plant foods, and an unhealthy PDI (uPDI) that reflects consumption of less healthy plant foods. RESULTS At baseline, the PDI score was inversely associated with fasting glucose. We observed inverse associations between PDI and hPDI scores and HOMA-IR, LDL cholesterol, weight, and BMI (all P values < 0.05). Higher scores on the hPDI, but not PDI, were associated with lower glycated hemoglobin, higher adiponectin, a smaller visceral fat area, and a smaller pericardial fat volume. Each 5-unit higher hPDI score was associated with lower likelihoods of fatty liver (OR: 0.76; 95% CI: 0.64, 0.90) and obesity (OR: 0.88; 95% CI: 0.80, 0.97). There were no associations between uPDI scores and cardiometabolic risks. Prospectively, after covariate adjustment for baseline values, each 5-unit higher hPDI score was associated with an 18% lower risk of incident type 2 diabetes (OR: 0.82; 95% CI: 0.67, 1.00). CONCLUSIONS A higher intake of healthful plant-based foods was associated with a favorable cardiometabolic risk profile. Dietary recommendations to lower chronic disease risks among participants of South Asian ancestry should focus on the quality of plant-based foods.
Collapse
Affiliation(s)
| | - Caleigh M Sawicki
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Shatabdi Goon
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Unjali P Gujral
- Hubert Department of Global Health, Emory Global Diabetes Research Center, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Frank B Hu
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA,Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Namratha R Kandula
- Division of General Internal Medicine and Geriatrics, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Alka M Kanaya
- Division of General Internal Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| |
Collapse
|
24
|
Schaich CL, Yeboah J, Espeland MA, Baker LD, Ding J, Hayden KM, Sachs BC, Craft S, Rapp SR, Luchsinger JA, Fitzpatrick AL, Heckbert SR, Post WS, Burke GL, Allen NB, Hughes TM. Association of Vascular Risk Scores and Cognitive Performance in a Diverse Cohort: The Multi-Ethnic Study of Atherosclerosis. J Gerontol A Biol Sci Med Sci 2022; 77:1208-1215. [PMID: 34216214 PMCID: PMC9159669 DOI: 10.1093/gerona/glab189] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Vascular risk scores are associated with incident dementia. Information regarding their association with cognitive performance and decline in racially/ethnically diverse cohorts is lacking. METHOD In 4 392 Multi-Ethnic Study of Atherosclerosis participants (aged 60.1 ± 9.4 years; 53% women; 41% White, 11% Chinese American, 26% African American, 21% Hispanic), we compared associations of Exam 1 (2000-2002) Cardiovascular Risk Factors, Aging, and Incidence of Dementia (CAIDE), Framingham Stroke Risk Profile (FSRP), and atherosclerotic cardiovascular disease pooled cohort equation (ASCVD-PCE) risk scores with Exam 5 (2010-2012) Cognitive Abilities Screening Instrument (CASI), Digit Symbol Coding (DSC), and Digit Span (DS) cognitive test performance using multivariable linear regression, and examined racial/ethnic interactions. In 1 838 participants with repeat CASI data at Exam 6 (2016-2018), we related risk scores to odds of a 1-SD decline in CASI performance using multivariable logistic regression. RESULTS SD increments in each risk score were associated with worse cognitive performance. CAIDE had stronger associations with CASI performance than the FSRP and ASCVD-PCE, but associations of ASCVD-PCE with the DSC and DS were similar to CAIDE (difference in β [95% CI] = -0.57 [-1.48, 0.34] and -0.21 [-0.43, 0.01], respectively). Race/ethnicity modified associations. For example, associations between CAIDE and CASI were greater in African Americans and Hispanics than in Whites (difference in β = 0.69 [0.02, 1.36] and 1.67 [0.95, 2.39], respectively). Risk scores were comparably associated with decline in CASI performance. CONCLUSIONS Antecedent vascular risk scores are associated with cognitive performance and decline in the 4 most common U.S. racial/ethnic groups, but associations differ among risk scores and by race/ethnicity.
Collapse
Affiliation(s)
- Christopher L Schaich
- Department of Surgery/Hypertension, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Joseph Yeboah
- Department of Internal Medicine, Section on Cardiovascular Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Mark A Espeland
- Department of Biostatistics and Data Science, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Laura D Baker
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Jingzhong Ding
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Kathleen M Hayden
- Department of Social Sciences and Health Policy, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Bonnie C Sachs
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
- Department of Neurology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Suzanne Craft
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Stephen R Rapp
- Department of Psychiatry and Behavioral Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - José A Luchsinger
- Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA
- Department of Epidemiology, Columbia University Irving Medical Center, New York, New York, USA
| | - Annette L Fitzpatrick
- Department of Epidemiology, University of Washington, Seattle, USA
- Department of Family Medicine, University of Washington, Seattle, USA
- Department of Global Health, University of Washington, Seattle, USA
| | - Susan R Heckbert
- Department of Epidemiology, University of Washington, Seattle, USA
| | - Wendy S Post
- Department of Medicine, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Gregory L Burke
- Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Norrina B Allen
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Timothy M Hughes
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| |
Collapse
|
25
|
Ramesh G, Wood AC, Allison MA, Rich SS, Jensen ET, Chen YDI, Rotter JI, Bertoni AG, Goodarzi MO. Associations between adherence to the dietary approaches to stop hypertension (DASH) diet and six glucose homeostasis traits in the Microbiome and Insulin Longitudinal Evaluation Study (MILES). Nutr Metab Cardiovasc Dis 2022; 32:1418-1426. [PMID: 35459606 PMCID: PMC9167769 DOI: 10.1016/j.numecd.2022.03.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 03/10/2022] [Accepted: 03/14/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND AND AIMS The DASH diet conveys protection against type 2 diabetes mellitus (T2D) Via plant-based and non-plant-based recommendations. Research has not identified which glucose homeostasis pathways are improved. We examined associations between adherence to a DASH diet and six glucose homeostasis traits, probing whether associations could be attributed to the plant-based (DASH-P) and/or non-plant based (DASH-NP) components. METHODS AND RESULTS We included data from 295 adults without T2D (age 59.3 ± 9.00 years; 63.46% non-Hispanic White and 36.54% African American, self-reported race ancestry) participating in the Microbiome and Insulin Longitudinal Evaluation Study (MILES). An oral glucose tolerance test (OGTT) yielded fasting plasma glucose, insulin, C-peptide, and insulin secretion, sensitivity, and disposition index. Habitual dietary intake was assessed by food frequency questionnaire (FFQ). Associations between DASH components and glucose homeostasis traits were examined, controlling for demographics, body mass index (BMI), physical activity, and energy intake. For significant associations, the models were repeated with scores for DASH-P and DASH-NP as predictors in the same model. DASH and DASH-P scores were inversely associated with fasting plasma glucose (DASH:β = -0.036 ± 0.012,P = 0.005; DASH-P: β = -0.04 ± 0.017,P = 0.002), and positively associated with insulin sensitivity (DASH:β = 0.022 ± 0.012,P = 0.042; DASH-P: = 0.036 ± 0.015,P = 0.014). The DASH score was also associated with disposition index (β = 0.026 ± 0.013,P = 0.038), but this association did not reach significance with DASH-P (β = 0.035 ± 0.018,P = 0.051). No associations were observed with DASH-NP score (all P > 0.05). CONCLUSIONS DASH diet is associated with improvement in specific glucose homeostasis traits, likely arising from increased plant-based foods. Such research may help tailor future dietary advice to specific metabolic risk, and to food groups most effective at improving these.
Collapse
Affiliation(s)
- Gautam Ramesh
- School of Medicine, University of California, San Diego, La Jolla, CA, 92037, USA
| | - Alexis C Wood
- USDA/ARS Children's Nutrition Research Center, 1100 Bates Avenue, Houston, TX, 77071, USA.
| | - Matthew A Allison
- Division of Preventive Medicine, Department of Family Medicine, University of California, San Diego, La Jolla, CA, 92037, USA
| | - Stephen S Rich
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, 22908, USA
| | - Elizabeth T Jensen
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Yii-Der I Chen
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute and Department of Pediatrics, Harbor-UCLA Medical Center, Torrance, CA, 90502, USA
| | - Jerome I Rotter
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute and Department of Pediatrics, Harbor-UCLA Medical Center, Torrance, CA, 90502, USA
| | - Alain G Bertoni
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Mark O Goodarzi
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA
| |
Collapse
|
26
|
Oh M, Jacobs DR, Gabriel KP, Bao W, Pierce GL, Carr LJ, Ding J, Whitaker KM. Cross-Sectional and Longitudinal Associations of Lifestyle Behaviors with Pericardial Adipose Tissue: The MESA Study. Med Sci Sports Exerc 2022; 54:984-993. [PMID: 35576135 PMCID: PMC9139422 DOI: 10.1249/mss.0000000000002866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
PURPOSE We examined associations of sedentary behavior (SB), light-intensity physical activity (LPA), and moderate-to-vigorous intensity physical activity (MVPA) with pericardial adipose tissue (PAT). METHODS Adults from the Multi-Ethnic Study of Atherosclerosis were included from exam years 1 (2000-2002; N = 6057; mean age, 62.2 yr; 52.9% female, 38.0% White; 12.8% Chinese American, 26.7% African American, 22.5% Hispanic American), 2 (2002-2004), and 3 (2004-2005). Weekly volume of SB, LPA, and MVPA (in MET-hours per week) was reported using a questionnaire. PAT volume (in cubic centimeters) was quantified using computed tomography, analysis of covariance, and repeated-measures linear mixed models with adjustment for covariates (sociodemographics, cardiovascular disease risk factors, inflammation, waist circumference) tested cross-sectional and longitudinal associations, respectively. RESULTS In cross-sectional analysis, the highest tertile of SB (β = 2.71; 95% confidence interval (CI), 0.69 to 4.73; P < 0.01) and the middle tertile of MVPA (β = -1.97; 95% CI, -3.92 to -0.02; P < 0.05) were associated with PAT, whereas no association was observed for LPA in fully adjusted models. In longitudinal models, SB, LPA, and MVPA were not associated with PAT in the full study sample; however, LPA was inversely associated with PAT among Whites in stratified analysis (β = -0.54; 95% CI, -0.95 to -0.13; P < 0.05). CONCLUSIONS Lower SB and higher LPA (among Whites only) and MVPA may be associated with lower PAT, but additional longitudinal research is needed.
Collapse
Affiliation(s)
- Minsuk Oh
- Department of Public Health, Baylor University, Waco,
TX
| | - David R. Jacobs
- Division of Epidemiology and Community Health, University
of Minnesota, Minneapolis, MN
| | | | - Wei Bao
- Department of Epidemiology, University of Iowa, Iowa City,
IA
| | - Gary L. Pierce
- Department of Health and Human Physiology, University of
Iowa, Iowa City, IA
| | - Lucas J. Carr
- Department of Health and Human Physiology, University of
Iowa, Iowa City, IA
| | - Jingzhong Ding
- Gerontology and Geriatric Medicine, Wake Forest School of
Medicine, Winston-Salem, NC
| | - Kara M. Whitaker
- Department of Epidemiology, University of Iowa, Iowa City,
IA
- Department of Health and Human Physiology, University of
Iowa, Iowa City, IA
| |
Collapse
|
27
|
Chevli PA, Mehta A, Allison M, Ding J, Nasir K, Blaha MJ, Blankstein R, Talegawkar SA, Kanaya AM, Shapiro MD, Mongraw-Chaffin M. Relationship of American Heart Association's Life Simple 7, Ectopic Fat, and Insulin Resistance in 5 Racial/Ethnic Groups. J Clin Endocrinol Metab 2022; 107:e2394-e2404. [PMID: 35188972 PMCID: PMC9113808 DOI: 10.1210/clinem/dgac102] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Indexed: 11/19/2022]
Abstract
BACKGROUND The inverse association between ideal cardiovascular health (CVH) as measured by the American Heart Association's Life Simple 7 (LS7) and cardiovascular disease (CVD) incidence is well documented. However, research exploring the association between CVH and specific risk factors for cardiometabolic disease is sparse in diverse cohorts. METHODS This study included 7717 participants from the Mediators of Atherosclerosis in South Asians Living in America and the Multi-Ethnic Study of Atherosclerosis cohorts. We assigned each LS7 component a 0, 1, and 2 and summed these scores to derive an overall CVH score. Visceral, subcutaneous, and intermuscular fat area, pericardial fat volume, and hepatic fat attenuation were measured using noncontrast computed tomography. Multivariable linear regression was used to examine associations between CVH categories and each log-transformed ectopic fat depot, as well as the homeostatic assessment for insulin resistance (HOMA-IR). RESULTS In adjusted analysis, compared to those with ideal CVH, participants with poor CVH demonstrated 63.4% (95% CI, 54.3-73.0) higher visceral fat area, 84.0% (95% CI, 76.5-92.1) higher pericardial fat volume, 61.6% (95% CI, 50.7-73.2) higher subcutaneous fat area, and 40.6% (95% CI, 30.2-52.0) higher intermuscular fat area, and 15.1% (95% CI, 13.1-17.2) higher hepatic fat (all Ps < 0.001). Also, poor CVH was associated with 148.2% (95% CI, 131.1-166.7) higher HOMA-IR. We also found significant heterogeneity in the strengths of association by race/ethnicity for each ectopic fat depot. CONCLUSION Poor and intermediate CVH, as defined by LS7 metrics, were associated with significantly higher measures of ectopic fat and insulin resistance among individuals from 5 racial/ethnic groups.
Collapse
Affiliation(s)
- Parag Anilkumar Chevli
- Section on Hospital Medicine, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Anurag Mehta
- Division of Cardiology, Department of Medicine, Emory Clinical Cardiovascular Research Institute, Atlanta, GA, USA
| | - Matthew Allison
- Department of Family Medicine and Public Health, University of California San Diego, San Diego, CA, USA
| | - Jingzhong Ding
- Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Michael J Blaha
- Johns Hopkins Ciccarone Center for the Prevention of Heart Disease, Baltimore, MD, USA
| | - Ron Blankstein
- Department of Medicine (Cardiovascular Division) and Radiology, Brigham and Women’s Hospital, Boston, MA, USA
| | - Sameera A Talegawkar
- Department of Exercise and Nutrition Sciences, Milken Institute School of Public Health, George Washington University, Washington, DC, USA
| | - Alka M Kanaya
- Division of General Internal Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Michael D Shapiro
- Center for the Prevention of Cardiovascular Disease Section on Cardiovascular Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Morgana Mongraw-Chaffin
- Department of Epidemiology & Prevention, Wake Forest School of Medicine, Winston-Salem, NC, USA
| |
Collapse
|
28
|
German CA, Fanning J, Singleton MJ, Shapiro MD, Brubaker PH, Bertoni AG, Yeboah J. Physical Activity, Coronary Artery Calcium, and Cardiovascular Outcomes in the Multi-Ethnic Study of Atherosclerosis (MESA). Med Sci Sports Exerc 2022; 54:800-806. [PMID: 34967800 PMCID: PMC9203864 DOI: 10.1249/mss.0000000000002856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
INTRODUCTION Although the inverse relationship between physical activity (PA) and cardiovascular disease (CVD) is well established, observational studies suggest that very high levels of PA may be harmful. This study sought to understand the relationship between PA, coronary artery calcium (CAC), and cardiovascular outcomes among individuals at different levels of risk. METHODS PA and CAC were assessed in 6777 baseline participants of the Multi-Ethnic Study of Atherosclerosis. Total PA in MET-minutes per week was categorized into quartiles, and CAC was categorized as "low risk" (<100 Agatston units; n = 5180) and "high risk" (≥100 Agatston units; n = 1597). Cox proportional hazard regression analyses and Kaplan-Meier curves were generated to understand relationships between PA and CAC with CVD and all-cause mortality. RESULTS In low-risk participants in the highest PA quartile, there was a decrease in the adjusted hazard ratio (HR) for CVD (HR, 0.72; 95% confidence interval (CI), 0.56-0.94) and all-cause mortality (HR, 0.69; 95% CI, 0.57-0.84) compared with those in the lowest PA quartile. In high-risk participants in the highest PA quartile, there was a decrease in the adjusted HR for all-cause mortality (HR, 0.59; 95% CI, 0.47-0.74) compared with those in the lowest PA quartile. High PA was not associated with an increased risk of either outcome, regardless of CAC category, sex, or race/ethnicity. CONCLUSIONS Our research suggests that there is no increased risk associated with high levels of PA, even among individuals at high risk of CVD.
Collapse
Affiliation(s)
- Charles A German
- Section of Cardiology, Department of Medicine, University of Chicago, Chicago, IL
| | - Jason Fanning
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC
| | - Matthew J Singleton
- Section of Cardiology, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | - Michael D Shapiro
- Section of Cardiology, Center for Prevention of Cardiovascular Disease, Wake Forest School of Medicine, Winston-Salem, NC
| | - Peter H Brubaker
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC
| | - Alain G Bertoni
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, NC
| | - Joseph Yeboah
- Section of Cardiology, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| |
Collapse
|
29
|
Ma Y, Floyd JS, Austin TR, Chen LY, Horwich T, Post WS, Michos ED, Heckbert SR. Life's Simple 7 Cardiovascular Health Score in Relation to Arrhythmias on Extended Ambulatory Electrocardiographic Monitoring (from the Multi-Ethnic Study of Atherosclerosis). Am J Cardiol 2022; 170:63-70. [PMID: 35193768 PMCID: PMC9007848 DOI: 10.1016/j.amjcard.2022.01.028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 01/06/2022] [Accepted: 01/11/2022] [Indexed: 12/01/2022]
Abstract
The Life's Simple 7 (LS7) metric consists of 7 modifiable health behaviors and measures that are known health factors for cardiovascular wellness. Relatively little is known about the association of LS7 score with cardiac arrhythmias. In the setting of the Multi-Ethnic Study of Atherosclerosis, we studied the LS7 score (range 0 to 14), assessed at the 2010 to 2102 study visit, in relation to cardiac arrhythmias assessed by Zio Patch ambulatory electrocardiographic monitoring in 2016 to 2018. In participants free of clinically recognized cardiovascular disease and atrial fibrillation, we used logistic and linear regression to examine the association of total LS7 score with atrial fibrillation, supraventricular ectopy, and ventricular ectopy. In 1,329 participants in the analysis, the mean (SD) age was 67 (8) years and 48% were men. A more favorable total LS7 score was associated with fewer premature ventricular contractions (PVCs) per hour (ratio of geometric means for optimal [11 to 14] versus inadequate [0 to 7] score 0.52 [95% confidence interval 0.34 to 0.81]). After adjustment for sociodemographic characteristics, the association was attenuated (0.66 [0.43 to 1.01]). =Among the LS7 components, a more favorable body mass index was associated with less ventricular ectopy. We did not detect associations of total LS7 score with atrial arrhythmias. In conclusion, in this longitudinal study of older participants free of clinically recognized cardiovascular disease, there was little evidence of association of the LS7 cardiovascular health score with subclinical cardiac arrhythmias. However, there was a suggestion that a more favorable LS7 score was associated with fewer PVCs and specifically, that a more favorable body mass index was associated with fewer PVCs.
Collapse
Affiliation(s)
- Yuyang Ma
- Department of Epidemiology, University of Washington, Seattle, Washington
| | - James S Floyd
- Department of Epidemiology, University of Washington, Seattle, Washington; Department of Medicine, University of Washington, Seattle, Washington
| | - Thomas R Austin
- Department of Epidemiology, University of Washington, Seattle, Washington
| | - Lin Yee Chen
- Cardiovascular Division, University of Minnesota, Minneapolis, Minnesota
| | - Tamara Horwich
- Division of Cardiology, Department of Medicine, University of California, Los Angeles
| | - Wendy S Post
- Division of Cardiology, Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Erin D Michos
- Division of Cardiology, Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Susan R Heckbert
- Department of Epidemiology, University of Washington, Seattle, Washington.
| |
Collapse
|
30
|
Ram A, Dave SS, Lancki N, Moran M, Puri-Taneja A, Mammen S, Kanaya AM, Kandula NR. Social influence of adult children on parental health behavior among South Asian immigrants: findings from the MASALA (Mediators of Atherosclerosis in South Asians Living in America) study. ETHNICITY & HEALTH 2022; 27:639-657. [PMID: 32122159 PMCID: PMC8040023 DOI: 10.1080/13557858.2020.1734779] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Objectives: Examine the social influence of adult children on the cardiovascular-related health behaviors of older South Asian (SA) immigrants to inform lifestyle interventions.Design: This mixed-methods study used data from an ancillary study of social networks (2014-2018) in the Mediators of Atherosclerosis in South Asians Living in America cohort. Phase 1 was a quantitative analysis of self-reported diet and physical activity among SA adults (n = 448, mean age = 58 years, SD 8.4) who named at least one adult child to their social network. The Alternative Healthy Eating Index (AHEI) was used to measure parents' diet; higher numbers indicate a healthier diet (range 0-110). Phase 2 was a thematic content analysis of in-depth qualitative interviews from a subsample of these parents (n = 23, mean age = 55, SD 7.6).Results: Parents with an adult child in their network who consumed uncooked vegetables daily had mean parental AHEI score 1.5 points higher (adjusted p-value = 0.03) than those who had a child in the network who ate uncooked vegetables less often. When at least one adult child in their network ate fresh fruit daily compared to less frequently or when at least one child ate non-SA food daily compared to less frequently, mean parental AHEI scores were higher by 2.0 (adjusted p-value = 0.01) and 1.6 (adjusted p-value = 0.03) points respectively. Parents with an adult child in their network who exercised at least weekly were more likely to meet guideline-recommended physical activity levels than parents with children who exercised less often (76% v. 56%, adjusted p-value = 0.02). Adult children provided social support and were seen as 'role models' for healthy behavior, especially when adopting Western health behaviors.Conclusion: Positive role modeling and support from adult children were important facilitators of healthy behavior change in older SA immigrants and can inform health behavior interventions for SA adults.
Collapse
Affiliation(s)
- Apoorva Ram
- Feinberg School of Medicine, Northwestern University, Chicago IL, U.S
| | - Swapna S. Dave
- Division of General Internal Medicine and Geriatrics, Northwestern University, Chicago IL, U.S
| | - Nicola Lancki
- Department of Preventive Medicine, Northwestern University, Chicago IL, U.S
| | - Margaret Moran
- Division of General Internal Medicine and Geriatrics, Northwestern University, Chicago IL, U.S
| | - Ankita Puri-Taneja
- Division of General Internal Medicine and Geriatrics, Northwestern University, Chicago IL, U.S
| | - Shinu Mammen
- Department of Preventive Medicine, Northwestern University, Chicago IL, U.S
| | - Alka M. Kanaya
- Division of General Internal Medicine, University of California, San Francisco CA, U.S
| | - Namratha R. Kandula
- Feinberg School of Medicine, Northwestern University, Chicago IL, U.S
- Division of General Internal Medicine and Geriatrics, Northwestern University, Chicago IL, U.S
- Department of Preventive Medicine, Northwestern University, Chicago IL, U.S
- , Rubloff Building 10th Floor, 750 N Lake Shore, Chicago Illinois 60611
| |
Collapse
|
31
|
Vella CA, Miljkovic I, Price CA, Allison M. Physical Activity Type and Intensity Are Associated With Abdominal Muscle Area and Density: The Multiethnic Study of Atherosclerosis. J Phys Act Health 2022; 19:256-266. [PMID: 35276663 PMCID: PMC10275369 DOI: 10.1123/jpah.2021-0409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 12/04/2021] [Accepted: 02/14/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND Using data from a multiethnic cohort, the authors tested associations of multiple types and intensities of physical activity (PA) with abdominal muscle area and density. METHODS 1895 Multiethnic Study of Atherosclerosis participants (mean age 64.6 [9.6] y) completed health history and PA questionnaires and computed tomography to quantify body composition and measurements of cardiovascular and inflammatory biomarkers. Analyses included multivariable regression. RESULTS Compared with those not meeting PA guidelines for Americans, those meeting the guidelines had higher total abdominal muscle area (odds ratio, 95% confidence interval 1.60, 1.20 to 2.15), stability muscle area (1.68, 1.28 to 2.20), and stability muscle density (1.35, 1.03 to 1.76). After adjustment for relevant covariates, each SD increase in total moderate to vigorous PA was associated with a higher total abdominal (β, 95% confidence interval = 0.068, 0.036 to 0.173), stability (0.063, 0.027 to 0.099), and locomotor (0.069, 0.039 to 0.099) muscle area and higher locomotor muscle density (0.065, 0.022 to 0.108, P < .01). Only intentional and conditioning exercise were associated with total abdominal and stability muscle density (P < .05). Light PA and walking were not associated with muscle area or density. CONCLUSIONS Most types of PA are positively associated with abdominal muscle area and density across functional categories, independent of relevant covariates. These results provide additional evidence for promoting PA for healthy muscle aging.
Collapse
Affiliation(s)
- Chantal A Vella
- Department of Movement Sciences, College of Education, Health and Human Sciences, University of Idaho, Moscow, ID,USA
| | - Iva Miljkovic
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA,USA
| | - Candice A Price
- Department of Molecular Biosciences, School of Veterinary Medicine, University of California Davis, Davis, CA,USA
| | - Matthew Allison
- Department of Family Medicine and Public Health, School of Medicine, University of California San Diego, La Jolla, CA,USA
| |
Collapse
|
32
|
C. Chi G, Liu Y, MacDonald JW, M. Reynolds L, Enquobahrie DA, L. Fitzpatrick A, Kerr KF, J. Budoff M, Lee SI, Siscovick D, D. Kaufman J. Epigenome-wide analysis of long-term air pollution exposure and DNA methylation in monocytes: results from the Multi-Ethnic Study of Atherosclerosis. Epigenetics 2022; 17:297-313. [PMID: 33818294 PMCID: PMC8920186 DOI: 10.1080/15592294.2021.1900028] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Air pollution might affect atherosclerosis through DNA methylation changes in cells crucial to atherosclerosis, such as monocytes. We conducted an epigenome-wide study of DNA methylation in CD14+ monocytes and long-term ambient air pollution exposure in adults participating in the Multi-Ethnic Study of Atherosclerosis (MESA). We also assessed the association between differentially methylated signals and cis-gene expression. Using spatiotemporal models, one-year average concentrations of outdoor fine particulate matter (PM2.5) and oxides of nitrogen (NOX) were estimated at participants' homes. We assessed DNA methylation and gene expression using Illumina 450k and HumanHT-12 v4 Expression BeadChips, respectively (n = 1,207). We used bump hunting and site-specific approaches to identify differentially methylated signals (false discovery rate of 0.05) and used linear models to assess associations between differentially methylated signals and cis-gene expression. Four differentially methylated regions (DMRs) located on chromosomes 5, 6, 7, and 16 (within or near SDHAP3, ZFP57, HOXA5, and PRM1, respectively) were associated with PM2.5. The DMRs on chromosomes 5 and 6 also associated with NOX. The DMR on chromosome 5 had the smallest p-value for both PM2.5 (p = 1.4×10-6) and NOX (p = 7.7×10-6). Three differentially methylated CpGs were identified for PM2.5, and cg05926640 (near TOMM20) had the smallest p-value (p = 5.6×10-8). NOX significantly associated with cg11756214 within ZNF347 (p = 5.6×10-8). Several differentially methylated signals were also associated with cis-gene expression. The DMR located on chromosome 7 was associated with the expression of HOXA5, HOXA9, and HOXA10. The DMRs located on chromosomes 5 and 16 were associated with expression of MRPL36 and DEXI, respectively. The CpG cg05926640 was associated with expression of ARID4B, IRF2BP2, and TOMM20. We identified differential DNA methylation in monocytes associated with long-term air pollution exposure. Methylation signals associated with gene expression might help explain how air pollution contributes to cardiovascular disease.
Collapse
Affiliation(s)
- Gloria C. Chi
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington, USA,CONTACT Gloria C. Chi 1 DNA Way, South San Francisco, CA 94080
| | - Yongmei Liu
- Department of Epidemiology & Prevention, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - James W. MacDonald
- Department of Environmental and Occupational Health Sciences, School of Public Health, University of Washington, Seattle, Washington, USA
| | - Lindsay M. Reynolds
- Department of Epidemiology & Prevention, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Daniel A. Enquobahrie
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington, USA
| | - Annette L. Fitzpatrick
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington, USA,Department of Family Medicine, School of Medicine, University of Washington, Seattle, Washington, USA,Department of Global Health, School of Public Health, University of Washington, Seattle, Washington, USA
| | - Kathleen F. Kerr
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, Washington, USA
| | - Matthew J. Budoff
- Division of Cardiology, Los Angeles Biomedical Research Institute at Harbor–UCLA Medical Center, Torrance, California, USA
| | - Su-in Lee
- Department of Computer Science & Engineering, University of Washington, Seattle, Washington, USA,Department of Genome Sciences, University of Washington, Seattle, Washington, USA
| | | | - Joel D. Kaufman
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington, USA,Department of Environmental and Occupational Health Sciences, School of Public Health, University of Washington, Seattle, Washington, USA
| |
Collapse
|
33
|
Ogunmoroti O, Osibogun O, Mathews L, Esuruoso OA, Ndumele CE, Okunrintemi V, Burke GL, Blumenthal RS, Budoff MJ, Michos ED. Favorable Cardiovascular Health Is Associated With Lower Prevalence, Incidence, Extent, and Progression of Extracoronary Calcification: MESA. Circ Cardiovasc Imaging 2022; 15:e013762. [PMID: 35290079 PMCID: PMC9179934 DOI: 10.1161/circimaging.121.013762] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND Ideal cardiovascular health (CVH) is associated with a lower incidence of cardiovascular disease. Extracoronary calcification (ECC)-measured at the aortic valve, mitral annulus, ascending thoracic aorta, and descending thoracic aorta-is an indicator of systemic atherosclerosis. This study examined whether favorable CVH was associated with a lower risk of ECC. METHODS We analyzed data from MESA (Multi-Ethnic Study of Atherosclerosis) participants aged 45 to 84 years without cardiovascular disease at baseline. ECC was measured by noncontrast cardiac computed tomography scan at baseline and after an average of 2.4 years. Prevalent ECC was defined as an Agatston score >0 at the baseline scan. Incident ECC was defined as Agatston score >0 at the follow-up scan among participants with Agatston score of 0 at the baseline scan. Each CVH metric (smoking, physical activity, body mass index, diet, blood pressure, total cholesterol, and blood glucose) was scored 0 to 2 points, with 2 indicating ideal; 1, intermediate; and 0, poor. The aggregated CVH score was 0 to 14 points (0-8, inadequate; 9-10, average; 11-14, optimal). We used Poisson and linear mixed-effects regression models to examine the association between CVH and ECC adjusted for sociodemographic factors. RESULTS Of 6504 participants, 53% were women with a mean age (SD) of 62 (10) years. Optimal and average CVH scores were associated with lower ECC prevalence, incidence, and extent. For example, optimal CVH scores were associated with 57%, 56%, 70%, and 54% lower risk of incident aortic valve calcification, mitral annulus calcification, ascending thoracic aorta calcification, and descending thoracic aorta calcification, respectively. In addition, optimal and average CVH scores were associated with lower ECC progression at 2 years, although these associations were only significant for mitral annulus calcification and descending thoracic aorta calcification. CONCLUSIONS In this multiethnic cohort, favorable CVH was associated with a lower risk of extracoronary atherosclerosis. These findings emphasize the importance of primordial prevention as an intervention to reduce the burden of cardiovascular disease.
Collapse
Affiliation(s)
- Oluseye Ogunmoroti
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD (O. Ogunmoroti, L.M., C.E.N., R.S.B., E.D.M.).,Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD (O. Ogunmoroti, L.M., C.E.N., R.S.B., E.D.M.)
| | - Olatokunbo Osibogun
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD (O. Ogunmoroti, L.M., C.E.N., R.S.B., E.D.M.).,Department of Epidemiology, Robert Stempel College of Public Health and Social Work, Florida International University, Miami' FL (O. Osibogun)
| | - Lena Mathews
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD (O. Ogunmoroti, L.M., C.E.N., R.S.B., E.D.M.).,Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD (O. Ogunmoroti, L.M., C.E.N., R.S.B., E.D.M.)
| | - Olumuyiwa A Esuruoso
- Division of General Internal Medicine, Meharry Medical College, Nashville, TN (O.A.E.)
| | - Chiadi E Ndumele
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD (O. Ogunmoroti, L.M., C.E.N., R.S.B., E.D.M.).,Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD (O. Ogunmoroti, L.M., C.E.N., R.S.B., E.D.M.)
| | - Victor Okunrintemi
- Division of Cardiovascular Disease, Houston Methodist Hospital, TX (V.O.)
| | - Gregory L Burke
- Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC (G.L.B.)
| | - Roger S Blumenthal
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD (O. Ogunmoroti, L.M., C.E.N., R.S.B., E.D.M.).,Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD (O. Ogunmoroti, L.M., C.E.N., R.S.B., E.D.M.)
| | - Matthew J Budoff
- Department of Medicine, Lundquist Institute at Harbor-UCLA, Torrance, CA (M.J.B.)
| | - Erin D Michos
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD (O. Ogunmoroti, L.M., C.E.N., R.S.B., E.D.M.).,Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD (O. Ogunmoroti, L.M., C.E.N., R.S.B., E.D.M.)
| |
Collapse
|
34
|
Gold RS, Unkart JT, Larsen BA, Price CA, Cless M, Araneta MRG, Allison MA. Association of abdominal muscle area and density with glucose regulation: The multi-ethnic study of atherosclerosis (MESA). Diabetes Metab Res Rev 2022; 38:e3488. [PMID: 34328704 PMCID: PMC8800952 DOI: 10.1002/dmrr.3488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 07/11/2021] [Accepted: 07/12/2021] [Indexed: 02/03/2023]
Abstract
AIMS Previous characterisation of body composition as a type 2 diabetes mellitus (T2DM) risk factor has largely focused on adiposity, but less is known about the independent role of skeletal muscle. We examined associations between abdominal muscle and measures of glucose regulation. MATERIALS AND METHODS Cross-sectional analysis of 1,891 adults enrolled in the Multi-Ethnic Study of Atherosclerosis. Multivariable regression assessed associations between abdominal muscle area and density (measured by computed tomography) with fasting glucose, homeostasis model assessment of insulin resistance (HOMA-IR), and prevalent T2DM (fasting glucose ≥126 mg/dL or medication use). RESULTS In minimally adjusted models (age, sex, race/ethnicity, income), a 1-SD increment in abdominal muscle area was associated with higher HOMA-IR (β = 0.20 ± SE 0.03; 95%CI: 0.15, 0.25; P < 0.01) and odds of T2DM (OR = 1.47; 95%CI: 1.18, 1.84; P < 0.01), while higher density was associated with lower fasting glucose (-4.49 ± 0.90; -6.26, -2.72; P < 0.01), HOMA-IR (-0.16 ± 0.02; -0.20, -0.12; P < 0.01), and odds of T2DM (0.64; 0.52, 0.77; P < 0.01). All associations persisted after adjustment for comorbidities and health behaviours. However, after controlling for height, BMI, and visceral adiposity, increasing muscle area became negatively associated with fasting glucose (-2.23 ± 1.01; -4.22, -0.24; P = 0.03), while density became positively associated with HOMA-IR (0.09 ± 0.02; 0.05, 0.13; P < 0.01). CONCLUSIONS Increasing muscle density was associated with salutary markers of glucose regulation, but associations inverted with further adjustment for body size and visceral adiposity. Conversely, after full adjustment, increasing muscle area was associated with lower fasting glucose, suggesting some patients may benefit from muscle-building interventions.
Collapse
Affiliation(s)
- Rebecca S Gold
- School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Jonathan T Unkart
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA
| | - Britta A Larsen
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA
| | - Candice A Price
- Department of Molecular Biosciences, School of Veterinary Medicine, University of California Davis, Davis, California, USA
| | - Mallory Cless
- School of Medicine, University of California San Diego, La Jolla, California, USA
| | - Maria Rosario G Araneta
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA
| | - Matthew A Allison
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA
| |
Collapse
|
35
|
Osibogun O, Ogunmoroti O, Ferraro RA, Ndumele CE, Burke GL, Larson NB, Bielinski SJ, Michos ED. Favorable Cardiovascular Health Is Associated With Lower Hepatocyte Growth Factor Levels in the Multi-Ethnic Study of Atherosclerosis. Front Cardiovasc Med 2022; 8:760281. [PMID: 35047572 PMCID: PMC8761906 DOI: 10.3389/fcvm.2021.760281] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 12/08/2021] [Indexed: 12/20/2022] Open
Abstract
Introduction: Hepatocyte growth factor (HGF) is a cytokine released in response to endothelial injury and a potential biomarker of cardiovascular disease (CVD) risk. We examined the association between cardiovascular health (CVH) and HGF in a multi-ethnic cohort of adults free from CVD at baseline. Methods: This cross-sectional study conducted between 2020 and 2021 used MESA baseline examination data (2000-2002) from 6,490 US adults aged 45-84 years. The independent variable was CVH measured by the CVH score and number of ideal metrics. The score was derived from seven metrics: smoking, body mass index, physical activity, diet, total cholesterol, blood pressure and blood glucose. Each metric was scored 0 points (poor), 1 point (intermediate) and 2 points (ideal). The total CVH score ranged from 0 to 14. An inadequate score was 0-8, average, 9-10 and optimal, 11-14. The dependent variable was logarithmically transformed HGF. We used regression analyses to estimate associations between CVH and HGF adjusting for sociodemographic factors. Results: Participants' mean (SD) age was 62 (10) years. Fifty-three percent were female. A one-unit increment in the CVH score was significantly associated with 3% lower HGF levels. Average and optimal CVH scores were significantly associated with 8% and 12% lower HGF levels, respectively, compared to inadequate scores. Additionally, a greater number of ideal metrics was associated with lower HGF levels. Conclusion: Favorable CVH was significantly associated with lower HGF levels in this ethnically diverse cohort. Interventions aimed at promoting and preserving favorable CVH may reduce the risk of endothelial injury as indicated by lower serum HGF levels.
Collapse
Affiliation(s)
- Olatokunbo Osibogun
- Department of Epidemiology, Robert Stempel College of Public Health and Social Work, Florida international University, Miami, FL, United States
| | - Oluseye Ogunmoroti
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States.,Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Richard A Ferraro
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States.,Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Chiadi E Ndumele
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States.,Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Gregory L Burke
- Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC, United States
| | - Nicholas B Larson
- Division of Clinical Trials and Biostatistics, Mayo Clinic College of Medicine and Science, Rochester, MN, United States
| | - Suzette J Bielinski
- Division of Epidemiology, Mayo Clinic College of Medicine and Science, Rochester, MN, United States
| | - Erin D Michos
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States.,Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| |
Collapse
|
36
|
Gao X, Kershaw KN, Barber S, Schreiner PJ, Do DP, Diez Roux AV, Mujahid MS. Associations Between Residential Segregation and Incident Hypertension: The Multi-Ethnic Study of Atherosclerosis. J Am Heart Assoc 2022; 11:e023084. [PMID: 35048712 PMCID: PMC9238487 DOI: 10.1161/jaha.121.023084] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Background Residential segregation, a geospatial manifestation of structural racism, is a fundamental driver of racial and ethnic health inequities, and longitudinal studies examining segregation's influence on cardiovascular health are limited. This study investigates the impact of segregation on hypertension in a multiracial and multiethnic cohort and explores whether neighborhood environment modifies this association. Methods and Results Leveraging data from a diverse cohort of adults recruited from 6 sites in the United States with 2 decades of follow-up, we used race- and ethnicity-stratified Cox models to examine the association between time-varying segregation with incident hypertension in 1937 adults free of hypertension at baseline. Participants were categorized as residing in segregated and nonsegregated neighborhoods using a spatial-weighted measure. We used a robust covariance matrix estimator to account for clustering within neighborhoods and assessed effect measure modification by neighborhood social or physical environment. Over an average follow-up of 7.35 years, 65.5% non-Hispanic Black, 48.1% Chinese, and 53.7% Hispanic participants developed hypertension. Net of confounders, Black and Hispanic residents in segregated neighborhoods were more likely to develop hypertension relative to residents in nonsegregated neighborhoods (Black residents: hazard ratio [HR], 1.33; 95% CI, 1.09-1.62; Hispanic residents: HR, 1.33; 95% CI, 1.04-1.70). Results were similar but not significant among Chinese residents (HR, 1.20; 95% CI, 0.83-1.73). Among Black residents, neighborhood social environment significantly modified this association such that better social environment was associated with less pronounced impact of segregation on hypertension. Conclusions This study underscores the importance of continued investigations of groups affected by the health consequences of racial residential segregation while taking contextual neighborhood factors, such as social environment, into account.
Collapse
Affiliation(s)
- Xing Gao
- Division of Epidemiology School of Public Health University of California Berkeley CA
| | - Kiarri N Kershaw
- Department of Preventive Medicine Feinberg School of Medicine Northwestern University Chicago IL
| | - Sharrelle Barber
- Department of Epidemiology & Biostatistics Dornsife School of Public Health Drexel University Philadelphia PA
| | - Pamela J Schreiner
- Division of Epidemiology & Community Health School of Public Health University of Minnesota Minneapolis MN
| | - D Phuong Do
- Public Health Policy and Administration Zilber School of Public Health University of Wisconsin-Milwaukee Milwaukee WI
| | - Ana V Diez Roux
- Department of Epidemiology & Biostatistics Dornsife School of Public Health Drexel University Philadelphia PA
| | - Mahasin S Mujahid
- Division of Epidemiology School of Public Health University of California Berkeley CA
| |
Collapse
|
37
|
Historical redlining and cardiovascular health: The Multi-Ethnic Study of Atherosclerosis. Proc Natl Acad Sci U S A 2021; 118:2110986118. [PMID: 34903653 PMCID: PMC8713797 DOI: 10.1073/pnas.2110986118] [Citation(s) in RCA: 59] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/14/2021] [Indexed: 12/14/2022] Open
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.
Collapse
|
38
|
Delker E, AlYami B, Gallo LC, Ruiz JM, Szklo M, Allison MA. Chronic Stress Burden, Visceral Adipose Tissue, and Adiposity-Related Inflammation: The Multi-Ethnic Study of Atherosclerosis. Psychosom Med 2021; 83:834-842. [PMID: 34292207 PMCID: PMC8490301 DOI: 10.1097/psy.0000000000000983] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE We investigated the role of chronic stress burden on adiposity and adiposity-related inflammation with two hypotheses: a) greater chronic stress is associated with higher central adiposity and selective accumulation of visceral adipose tissue (VAT) compared with subcutaneous adipose tissue (SAT), and b) associations between VAT and inflammatory biomarkers are exacerbated when chronic stress is high. METHODS Data come from 1809 participants included in a Multi-Ethnic Study of Atherosclerosis ancillary study of body composition and adiposity-related inflammation. Chronic psychosocial stress was measured with a five-item version of the Chronic Stress Burden Scale. First, we tested associations between chronic stress (three-level categorical variable) and VAT, SAT, and VAT/SAT ratio. Second, we tested whether associations between VAT and inflammatory biomarkers varied by level of chronic stress. RESULTS Participants were approximately 65 years, 50% female, and 40.5% White, 25.6% Hispanic, 21.2% African American, and 12.8% Chinese American. About half of the sample reported little to no stress, and a quarter and a fifth of the sample reported medium and high levels of stress. Higher levels of chronic stress were associated with greater VAT and SAT, but not VAT/SAT ratio. Greater levels of VAT were associated with increased levels of adiposity-related inflammation in a graded pattern. These associations did not vary by stress level. CONCLUSIONS Greater chronic stress burden is associated with both central and subcutaneous adiposity. We found no evidence that the associations between VAT and inflammatory biomarkers are exacerbated by chronic stress. Findings contribute to ongoing literature untangling pathways in which psychosocial stress contributes to adiposity-related inflammation.
Collapse
Affiliation(s)
- Erin Delker
- From the Joint Doctoral Program in Epidemiology, San Diego State University and University of California San Diego (Delker), San Diego; School of Medicine (AlYami), University of California San Diego; Department of Psychology (Gallo), San Diego State University, San Diego, California; Department of Psychology (Ruiz), University of Arizona, Tucson, Arizona; Department of Epidemiology (Szklo), Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland; and Family Medicine and Public Health (Allison), University of California San Diego, San Diego, California
| | | | | | | | | | | |
Collapse
|
39
|
Gujral UP, Kanaya AM. Epidemiology of diabetes among South Asians in the United States: lessons from the MASALA study. Ann N Y Acad Sci 2021; 1495:24-39. [PMID: 33216378 PMCID: PMC8134616 DOI: 10.1111/nyas.14530] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 10/19/2020] [Accepted: 10/21/2020] [Indexed: 02/06/2023]
Abstract
South Asian individuals in the United States are at an increased risk of type 2 diabetes (T2DM); however, the mechanisms behind this are not well understood. The Mediators of Atherosclerosis in South Asians Living in America (MASALA) study is the only longitudinal cohort of South Asians in the United States and provides key insights as to the epidemiology of T2DM in South Asians. Evidence from the MASALA study suggests that South Asians experience a disproportionately high burden of prevalent and incident T2DM compared with members of other race/ethnic groups. Higher insulin resistance in South Asians, even with low body mass index (BMI), more impairment in insulin secretion, and greater deposition of ectopic fat likely play a role in T2DM etiology. Furthermore, South Asian migrants to the United States experience a range of factors related to acculturation, social networks, and religious beliefs, which may impact physical activity and dietary practices. Interventions to prevent T2DM in South Asians should include a focus on cultural factors related to health and should consider the complete mechanistic pathway and the relative contributions of insulin resistance, β cell dysfunction, and ectopic fat deposition on T2DM development in South Asians, particularly in those with lower BMI.
Collapse
Affiliation(s)
- Unjali P. Gujral
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Alka M. Kanaya
- Division of General Internal Medicine, University of California, San Francisco, San Francisco, CA
| |
Collapse
|
40
|
Shah NA, Reid M, Kizer JR, Sharma RK, Shah RV, Kundel V, Ambale-Venkatesh B, Fayad ZA, Shea SJ, Kaplan RC, Lima JAC, Redline S. Sleep-disordered breathing and left ventricular scar on cardiac magnetic resonance: results of the Multi-Ethnic Study of Atherosclerosis. J Clin Sleep Med 2021; 16:855-862. [PMID: 32029066 DOI: 10.5664/jcsm.8340] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
STUDY OBJECTIVES The objectives of this study were to evaluate the independent association between sleep-disordered breathing (SDB) using overnight polysomnography and left ventricular (LV) scar using cardiac magnetic resonance (CMR) with late-gadolinium enhancement in a community-based cohort of the Multi-Ethnic Study of Atherosclerosis. METHODS Our analytical sample includes 934 participants from the fifth examination of the Multiethnic Study of Atherosclerosis who underwent both polysomnography and CMR. SDB was categorized as follows: no-SDB (apnea-hypopnea index [AHI] < 5 events/h), mild SDB (5 events/h ≤ AHI < 15 events/h), and moderate-severe SDB (AHI ≥ 15 events/h). LV scar was considered present if there was presence of scar on CMR (late-gadolinium enhancement > 0%). Logistic regression with multivariable adjustment for confounders (age, sex, race/ethnicity, body mass index, and cardiometabolic risk factors) was used to examine the independent association of SDB with LV scar. Confounders were identified using directed acyclic graphs. RESULTS The mean age of our sample was 67.0 ± 8.5 years (SD), with 49% (n = 461) females and a prevalence of SDB (AHI ≥ 5 events/h) of 63% (n = 590). LV scar was more prevalent in individuals with SDB (9.5%) versus those without SDB (3.8%; P < .01), and 88% of all LV scars were clinically unrecognized. After multivariable adjustment, both mild SDB and moderate-severe SDB were independently associated with LV scar (odds ratio, 2.53; 95% confidence interval, 1.13-5.64 and odds ratio, 2.31; 95% confidence interval, 1.01-5.24, respectively). CONCLUSIONS In a community-based cohort, SDB (including mild) is independently associated with a more than 2-fold increase in the odds of LV scar presence measured using CMR with late-gadolinium enhancement. Most LV scars were clinically unrecognized. The impact of SDB treatment on subclinical myocardial infarction needs to be investigated in future studies.
Collapse
Affiliation(s)
- Neomi A Shah
- Division of Pulmonary, Critical Care and Sleep Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.,Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Michelle Reid
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, Massachusetts
| | - Jorge R Kizer
- Departments of Medicine, Epidemiology and Biostatistics, San Francisco Veterans Affairs Health Care System and University of California San Francisco, San Francisco, California
| | - Ravi K Sharma
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Ravi V Shah
- Department of Medicine, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Vaishnavi Kundel
- Division of Pulmonary, Critical Care and Sleep Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | | | - Zahi A Fayad
- Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Steven J Shea
- Columbia University Mailman School of Public Health, Department of Epidemiology, New York, New York.,Department of Medicine, Vagelos College of Physicians and Surgeons, New York, New York
| | - Robert C Kaplan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York.,Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Joao A C Lima
- Department of Radiology and Radiological Science, Johns Hopkins University, Baltimore, Maryland
| | - Susan Redline
- Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, Massachusetts.,Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| |
Collapse
|
41
|
Osibogun O, Ogunmoroti O, Mathews L, Okunrintemi V, Tibuakuu M, Michos ED. Greater Acculturation is Associated With Poorer Cardiovascular Health in the Multi-Ethnic Study of Atherosclerosis. J Am Heart Assoc 2021; 10:e019828. [PMID: 33834848 PMCID: PMC8174160 DOI: 10.1161/jaha.120.019828] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Background Greater acculturation is associated with increased risk of cardiovascular disease. However, little is known about the association between acculturation and ideal cardiovascular health (CVH) as measured by the American Heart Association's 7 CVH metrics. We investigated the association between acculturation and ideal CVH among a multi-ethnic cohort of US adults free of clinical cardiovascular disease at baseline. Methods and Results This was a cross-sectional analysis of 6506 men and women aged 45 to 84 years of 4 races/ethnicities. We examined measures of acculturation(birthplace, language spoken at home, and years lived in the United States [foreign-born participants]) by CVH score. Scores of 0 to 8 indicate inadequate, 9 to 10 average and 11 to 14 optimal CVH. We used multivariable regression to examine associations between acculturation and CVH, adjusting for age, sex, race/ethnicity, education, income and health insurance. The mean (SD) age was 62 (10) years, 53% were women, 39% non-Hispanic White-, 26% non-Hispanic Black-, 12% Chinese- and 22% Hispanic-Americans. US-born participants had lower odds of optimal CVH (odds ratio [OR]: 0.63 [0.50-0.79], P<0.001) compared with foreign-born participants. Participants who spoke Chinese and other foreign languages at home had greater odds of optimal CVH compared with those who spoke English (1.91 [1.08-3.36], P=0.03; and 1.65 [1.04-2.63], P=0.03, respectively). Foreign-born participants who lived the longest in the United States had lower odds of optimal CVH (0.62 [0.43-0.91], P=0.02). Conclusions Greater US acculturation was associated with poorer CVH. This finding suggests that the promotion of ideal CVH should be encouraged among immigrant populations since more years lived in the United States was associated with poorer CVH.
Collapse
Affiliation(s)
- Olatokunbo Osibogun
- Department of Epidemiology Robert Stempel College of Public Health and Social Work Florida International University Miami FL
| | - Oluseye Ogunmoroti
- Ciccarone Center for the Prevention of Cardiovascular Disease Johns Hopkins University School of Medicine Baltimore MD.,Division of Cardiology Johns Hopkins University School of Medicine Baltimore MD
| | - Lena Mathews
- Ciccarone Center for the Prevention of Cardiovascular Disease Johns Hopkins University School of Medicine Baltimore MD.,Division of Cardiology Johns Hopkins University School of Medicine Baltimore MD
| | | | - Martin Tibuakuu
- Ciccarone Center for the Prevention of Cardiovascular Disease Johns Hopkins University School of Medicine Baltimore MD.,Division of Cardiology Johns Hopkins University School of Medicine Baltimore MD
| | - Erin D Michos
- Ciccarone Center for the Prevention of Cardiovascular Disease Johns Hopkins University School of Medicine Baltimore MD.,Division of Cardiology Johns Hopkins University School of Medicine Baltimore MD
| |
Collapse
|
42
|
Gold RS, Unkart JT, McClelland RL, Bertoni AG, Allison MA. Health insurance status and type associated with varying levels of glycemic control in the US: The multi-ethnic study of atherosclerosis (MESA). Prim Care Diabetes 2021; 15:378-384. [PMID: 33309035 PMCID: PMC7936947 DOI: 10.1016/j.pcd.2020.11.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 09/24/2020] [Accepted: 11/25/2020] [Indexed: 10/22/2022]
Abstract
AIMS To investigate associations of health insurance with measures of glucose metabolism, and whether associations vary by diabetes status or insurance type. METHODS Cross-sectional analysis of baseline data from the Multi-Ethnic Study of Atherosclerosis. Cohort a priori stratified by age <65 (N = 3,665) and ≥65 years (N = 2,924). Multivariable linear and logistic regression assessed associations between insurance and fasting glucose, HOMA-IR, and prevalent diabetes, controlling for relevant confounders, including age, sex, race/ethnicity, income, and education. RESULTS In participants <65, compared to uninsured, having any insurance was associated with lower fasting glucose in participants with diabetes (Mean Difference = -20.4 mg/dL, P = 0.01), but not in participants without diabetes. Compared to Private insurance, uninsured participants had higher fasting glucose (Mean Difference = 3.8 mg/dL, P = 0.03), while participants with Medicaid had higher HOMA-IR (Mean Difference = 3.5 mg/dL, P < 0.01). In participants ≥65, compared to Private insurance, uninsured participants (Mean Difference = 7.5 mg/dL, P = 0.02), and participants with Medicaid only (Mean Difference = 19.9 mg/dL, P < 0.01) or Medicare + Medicaid (Mean Difference = 5.2 mg/dL, P = 0.03) had higher fasting glucose. CONCLUSIONS In this large multiethnic cohort, having any insurance was associated with significantly lower fasting glucose for individuals with diabetes. Levels of fasting glucose and insulin resistance varied across different insurance types.
Collapse
Affiliation(s)
- Rebecca S Gold
- School of Medicine, University of California San Diego, La Jolla, California, USA.
| | - Jonathan T Unkart
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA
| | - Robyn L McClelland
- Department of Biostatistics, University of Washington, Seattle, Washington, USA
| | - Alain G Bertoni
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Matthew A Allison
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA
| |
Collapse
|
43
|
Shah NS, Huffman MD, Schneider JA, Khan SS, Siddique J, Kanaya AM, Kandula NR. Association of Social Network Characteristics With Cardiovascular Health and Coronary Artery Calcium in South Asian Adults in the United States: The MASALA Cohort Study. J Am Heart Assoc 2021; 10:e019821. [PMID: 33759541 PMCID: PMC8174337 DOI: 10.1161/jaha.120.019821] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Background South Asian adults have worse cardiovascular health (CVH) and more coronary artery calcium compared with other race/ethnicities. The impact of the social environment has not been examined as a potential driver of CVH or coronary artery calcium in this population. We evaluated associations of social network characteristics with CVH and coronary artery calcium in South Asian American adults to inform strategies for CVH promotion in this at‐risk population. Methods and Results Using data from the MASALA (Mediators of Atherosclerosis in South Asians Living in America) cohort study, multinomial and multivariable logistic regression were used to evaluate associations of participant social network size and density, proportion of network who are kin or South Asian ethnicity and reported health of participant's identified social network members (“alters”), with participant CVH and presence of coronary artery calcium. The 699 MASALA participants included were mean age 59.2 (SD, 9.2) years and 42.9% women. After adjustment, a 1‐person larger social network size was associated with 13% higher odds of ideal CVH (odds ratio [OR], 1.13; 95% CI, 1.01–1.27). Reporting an alter with high blood pressure was associated with lower odds of ideal CVH (OR, 0.51; 95% CI, 0.29–0.88), and reporting an alter with high cholesterol was associated with lower odds of ideal CVH (OR, 0.54; 95% CI, 0.30–0.94). Conclusions Social network characteristics are associated with CVH in South Asian American adults. Engaging social networks may help promote CVH in this population.
Collapse
Affiliation(s)
- Nilay S. Shah
- Department of Preventive MedicineNorthwestern University Feinberg School of MedicineChicagoIL
- Division of CardiologyDepartment of MedicineNorthwestern University Feinberg School of MedicineChicagoIL
| | - Mark D. Huffman
- Department of Preventive MedicineNorthwestern University Feinberg School of MedicineChicagoIL
- Division of CardiologyDepartment of MedicineNorthwestern University Feinberg School of MedicineChicagoIL
- The George Institute for Global HealthUniversity of New South WalesSydneyAustralia
| | - John A. Schneider
- Department of Medicine and Public Health Sciences and the Chicago Center for HIV EliminationUniversity of ChicagoIL
| | - Sadiya S. Khan
- Department of Preventive MedicineNorthwestern University Feinberg School of MedicineChicagoIL
- Division of CardiologyDepartment of MedicineNorthwestern University Feinberg School of MedicineChicagoIL
| | - Juned Siddique
- Department of Preventive MedicineNorthwestern University Feinberg School of MedicineChicagoIL
| | - Alka M. Kanaya
- Division of General Internal MedicineUniversity of California San FranciscoSan FranciscoCA
| | - Namratha R. Kandula
- Department of Preventive MedicineNorthwestern University Feinberg School of MedicineChicagoIL
- Division of General Internal MedicineDepartment of MedicineNorthwestern University Feinberg School of MedicineChicagoIL
| |
Collapse
|
44
|
Baker JF, Mostoufi-Moab S, Long J, Taratuta E, Leonard MB, Zemel B. Association of Low Muscle Density With Deteriorations in Muscle Strength and Physical Functioning in Rheumatoid Arthritis. Arthritis Care Res (Hoboken) 2021; 73:355-363. [PMID: 31841259 DOI: 10.1002/acr.24126] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 12/10/2019] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Rheumatoid arthritis (RA) is associated with low muscle density due to the accumulation of intramuscular fat. The present study was undertaken to identify predictors of changes in muscle density and to determine whether low muscle density predicted changes in strength and physical function. METHODS Patients with RA, ages 18-70 years, completed whole-body dual-energy x-ray absorptiometry and peripheral quantitative computed tomography to quantify lean and fat mass indices and muscle density. Dynamometry was used to measure strength at the hand, knee, and lower leg. Disability and physical function were measured with the Health Assessment Questionnaire (HAQ) and the Short Physical Performance Battery (SPPB). Assessments were performed at baseline and at follow-up. Regression analyses assessed associations between patient characteristics, muscle density, and deteriorations in strength and function. RESULTS Muscle density was assessed at baseline in 107 patients with RA. Seventy-nine of these patients (74%) returned for a follow-up assessment at a median follow-up time of 2.71 years (interquartile range 2.35-3.57). Factors associated with declines in muscle density included female sex, higher disease activity, smoking, and lower insulin-like growth factor 1 (IGF-1) levels. Greater muscle density Z score at baseline (per 1 SD) was associated with less worsening per year according to HAQ, SPPB, and 4-meter walk time scores and a lower risk of a clinically important worsening in HAQ score (odds ratio [OR] 1.90 [95% confidence interval (95% CI) 1.06, 3.42]; P = 0.03) and walking speed (OR 2.87 [95% CI 1.05, 7.89]; P = 0.04). CONCLUSION Worsening of skeletal muscle density occurred in patients with higher disease activity, in smokers, and in those with lower IGF-1. Low muscle density was associated with worsening of physical function. Interventions addressing reductions in muscle quality might prevent functional decline.
Collapse
Affiliation(s)
- Joshua F Baker
- Philadelphia VA Medical Center and University of Pennsylvania, Philadelphia
| | | | - Jin Long
- Stanford University, Palo Alto, California
| | | | | | - Babette Zemel
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| |
Collapse
|
45
|
Schrauben SJ, Hsu JY, Amaral S, Anderson AH, Feldman HI, Dember LM. Effect of Kidney Function on Relationships between Lifestyle Behaviors and Mortality or Cardiovascular Outcomes: A Pooled Cohort Analysis. J Am Soc Nephrol 2021; 32:663-675. [PMID: 33547215 PMCID: PMC7920187 DOI: 10.1681/asn.2020040394] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 11/12/2020] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Adherence to healthy behaviors reduces risks of cardiovascular disease and death in the general population. However, among people with kidney disease, a group at higher risk for cardiovascular disease, such benefits have not been established. METHODS We pooled data from three cohort studies with a total of 27,271 participants. Kidney function was categorized on the basis of eGFR (≥60, 45 to <60, and <45 ml/min per 1.73 m2). We used proportional hazard frailty models to estimate associations between healthy behaviors (not smoking, at recommended body mass index [BMI], physical activity, healthy diet, and moderate to no alcohol intake) and outcomes (all-cause death, major coronary events, ischemic stroke, and heart failure events). RESULTS All recommended lifestyle behaviors were significantly associated with lower risks of death, regardless of eGFR. Not smoking (versus current) and any moderate to vigorous physical activity (versus none) was significantly associated with reduced risks of major coronary and heart failure events, regardless of eGFR. Any (versus no) moderate or vigorous physical activity significantly associated with decreased risk of ischemic stroke events only among those with eGFR ≥60. Moderate to no daily alcohol intake (versus excessive) was significantly associated with an increased risk of major coronary events, regardless of eGFR. For heart failure events, a BMI of 18.5 to 30 associated with decreased risk, regardless of eGFR. Across all eGFR categories, the magnitude of risk reduction for death and all cardiovascular outcomes increased with greater numbers of recommended lifestyle behaviors. CONCLUSIONS Recommended lifestyle behaviors are associated with lower risk of death and cardiovascular disease events among individuals with or without reduced kidney function, supporting lifestyle behaviors as potentially modifiable risk factors for people with kidney disease.
Collapse
Affiliation(s)
- Sarah J. Schrauben
- Renal, Electrolyte-Hypertension Division, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania,Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania,Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jesse Y. Hsu
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania,Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Sandra Amaral
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania,Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania,Division of Nephrology, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Amanda H. Anderson
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania,Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, Louisiana
| | - Harold I. Feldman
- Renal, Electrolyte-Hypertension Division, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania,Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania,Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Laura M. Dember
- Renal, Electrolyte-Hypertension Division, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania,Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania,Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| |
Collapse
|
46
|
Long-Term Effect of Physical Activity on Internalizing and Externalizing Problems and Life Satisfaction. SUSTAINABILITY 2021. [DOI: 10.3390/su13042322] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
This study examined the long-term effect of physical activity on life satisfaction from a sample of 2092 middle school students (52.5% male) in South Korea. Structural equation modeling analyses were employed to understand how various factors influence youth life satisfaction. Physical activity during physical education class had a long-term influence on life satisfaction through both internalizing and externalizing problem behaviors as mediating factors. Gender differences were found in the relationships between physical activity and life satisfaction. The current findings imply that encouraging students in early adolescence to actively engage in physical education potentially is a useful educational intervention method. Implications and future directions are discussed.
Collapse
|
47
|
Bellissimo MP, Ziegler TR, Jones DP, Liu KH, Fernandes J, Roberts JL, Weitzmann MN, Pacifici R, Alvarez JA. Plasma high-resolution metabolomics identifies linoleic acid and linked metabolic pathways associated with bone mineral density. Clin Nutr 2021; 40:467-475. [PMID: 32620447 PMCID: PMC7714706 DOI: 10.1016/j.clnu.2020.05.041] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Revised: 03/16/2020] [Accepted: 05/25/2020] [Indexed: 01/17/2023]
Abstract
BACKGROUND & AIMS There is a considerable degree of variation in bone mineral density (BMD) within populations. Use of plasma metabolomics may provide insight into established and novel determinants of BMD variance, such as nutrition and gut microbiome composition, to inform future prevention and treatment strategies for loss of BMD. Using high-resolution metabolomics (HRM), we examined low-molecular weight plasma metabolites and nutrition-related metabolic pathways associated with BMD. METHODS This cross-sectional study included 179 adults (mean age 49.5 ± 10.3 yr, 64% female). Fasting plasma was analyzed using ultra-high-resolution mass spectrometry with liquid chromatography. Whole body and spine BMD were assessed by dual energy X-ray absorptiometry and expressed as BMD (g/cm2) or Z-scores. Multiple linear regression, pathway enrichment, and module analyses were used to determine key plasma metabolic features associated with bone density. RESULTS Of 10,210 total detected metabolic features, whole body BMD Z-score was associated with 710 metabolites, which were significantly enriched in seven metabolic pathways, including linoleic acid, fatty acid activation and biosynthesis, and glycerophospholipid metabolism. Spine BMD was associated with 970 metabolites, significantly enriched in pro-inflammatory pathways involved in prostaglandin formation and linoleic acid metabolism. In module analyses, tryptophan- and polyamine-derived metabolites formed a network that was significantly associated with spine BMD, supporting a link with the gut microbiome. CONCLUSIONS Plasma HRM provides comprehensive information relevant to nutrition and components of the microbiome that influence bone health. This data supports pro-inflammatory fatty acids and the gut microbiome as novel regulators of postnatal bone remodeling.
Collapse
Affiliation(s)
- Moriah P Bellissimo
- Nutrition and Health Sciences Doctoral Program, Laney Graduate School, Emory University, Atlanta, GA, USA; Division of Endocrinology, Metabolism and Lipids, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA; Emory Center for Clinical and Molecular Nutrition, Emory University, Atlanta, GA, USA
| | - Thomas R Ziegler
- Division of Endocrinology, Metabolism and Lipids, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA; Emory Center for Clinical and Molecular Nutrition, Emory University, Atlanta, GA, USA; Atlanta Department of Veterans Affairs Medical Center, Decatur, GA, USA; Emory Microbiome Research Center, Emory University, Atlanta, GA, USA.
| | - Dean P Jones
- Emory Center for Clinical and Molecular Nutrition, Emory University, Atlanta, GA, USA; Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Ken H Liu
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Jolyn Fernandes
- Department of Pediatrics, Section of Neonatal-Perinatal Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Joseph L Roberts
- Nutrition and Health Sciences Doctoral Program, Laney Graduate School, Emory University, Atlanta, GA, USA; Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA
| | - M Neale Weitzmann
- Division of Endocrinology, Metabolism and Lipids, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA; Atlanta Department of Veterans Affairs Medical Center, Decatur, GA, USA; Emory Microbiome Research Center, Emory University, Atlanta, GA, USA
| | - Roberto Pacifici
- Division of Endocrinology, Metabolism and Lipids, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA; Emory Microbiome Research Center, Emory University, Atlanta, GA, USA; Immunology and Molecular Pathogenesis Program, Emory University, Atlanta, GA, USA
| | - Jessica A Alvarez
- Division of Endocrinology, Metabolism and Lipids, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA; Emory Center for Clinical and Molecular Nutrition, Emory University, Atlanta, GA, USA; Emory Microbiome Research Center, Emory University, Atlanta, GA, USA.
| |
Collapse
|
48
|
Yi SS, Kanaya AM, Wen M, Russo R, Kandula N. Associations of Neighborhood Factors and Activity Behaviors: The Mediators of Atherosclerosis in South Asians Living in America (MASALA) Study. J Immigr Minor Health 2021; 23:54-61. [PMID: 32418001 PMCID: PMC8764702 DOI: 10.1007/s10903-020-01021-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Social and built environments may influence physical activity (PA). However, evidence for South Asian Americans (SAA), a group with low PA levels and high cardiometabolic risk, is lacking. We assessed the association between five neighborhood factors and PA behaviors in a community-based cohort of SAA. Data were from the Mediators of Atherosclerosis in South Asians Living in America (MASALA) Study 2010-2013 (n = 906). Adjusted multivariable models stratified by sex regressing PA behaviors on neighborhood factors were run. Higher neighborhood social cohesion was associated with 17% more PA MET minutes/week in men (p < 0.01), but not in women. Having a park/playground near home was associated with meeting PA guidelines (odds ratio (95% CI): men: 3.14 (1.20-8.24); women: 3.67 (1.17-11.52). Neighborhood factors were associated with favorable PA behaviors in SAA. PA interventions for SAA that increase neighborhood social cohesion or focus on linking individuals with local resources may be effective.
Collapse
Affiliation(s)
- Stella S Yi
- Department of Population Health, NYU Grossman School of Medicine, New York, NY, USA.
| | - Alka M Kanaya
- Departments of Medicine, Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Ming Wen
- Department of Sociology, The University of Utah, Salt Lake City, UT, USA
| | - Rienna Russo
- Department of Population Health, NYU Grossman School of Medicine, New York, NY, USA
| | - Namratha Kandula
- Division of General Internal Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| |
Collapse
|
49
|
Kariuki JK, Gibbs BB, Rockette-Wagner B, Cheng J, Burke LE, Erickson KI, Kline CE, Mendez DD, Sereika SM. Vicarious Experience in Multi-Ethnic Study of Atherosclerosis (MESA) Is Associated with Greater Odds of Attaining the Recommended Leisure-Time Physical Activity Levels. Int J Behav Med 2021; 28:575-582. [PMID: 33438163 DOI: 10.1007/s12529-020-09947-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/08/2020] [Indexed: 11/26/2022]
Abstract
BACKGROUND Social cognitive theory posits that observing similar others succeed (i.e., vicarious experience) can improve self-efficacy. However, there are very limited data on the utility of vicarious experience in promoting physical activity (PA). This analysis examined the association between vicarious experience and leisure-time PA (LTPA) in the Multi-Ethnic Study of Atherosclerosis (MESA). METHODS Cross-sectional analysis of MESA participants who completed exam 5. LTPA and neighborhood factors were self-reported. Neighborhood factors were converted into aesthetic, walking, and safety scores. Group comparative analyses evaluated differences in variables of interest. The relationship between vicarious experience and recommended LTPA (≥ 7.5 MET-h/week) was assessed via logistic regression. Adjusted odds ratios (ORs) with 95% confidence intervals (CIs) are reported. RESULTS Participants (N = 4579) were older (69.7 ± 9.4 years), 53% female, 41% Caucasian, 26% Black, 21% Hispanic, and 12% Chinese. Those who reported vicarious experience had 45% (95% CI 1.16-1.81) greater odds of attaining recommended LTPA. Unfavorable walking score was associated with lower odds of attaining recommended LTPA (OR = 0.89, 95% CI 0.79-1.00). The aesthetic and safety scales were not associated with LTPA (OR = 1.00 [95% CI 0.89-1.13] and OR = 0.91 [95% CI 0.82-1.10], respectively). CONCLUSIONS Programs exposing community-dwelling adults to peers engaging in PA could provide an effective public health approach to increase community-level PA participation.
Collapse
Affiliation(s)
- Jacob K Kariuki
- School of Nursing, University of Pittsburgh, 3500 Victoria Street, Pittsburgh, PA, 15261, USA.
| | - Bethany B Gibbs
- School of Education, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Jessica Cheng
- Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Lora E Burke
- School of Nursing, University of Pittsburgh, 3500 Victoria Street, Pittsburgh, PA, 15261, USA
| | - Kirk I Erickson
- Dietrich School of Arts and Sciences, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Dara D Mendez
- Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Susan M Sereika
- School of Nursing, University of Pittsburgh, 3500 Victoria Street, Pittsburgh, PA, 15261, USA
| |
Collapse
|
50
|
Ogunmoroti O, Osibogun O, McClelland RL, Lazo M, Mathews L, Okunrintemi V, Oni ET, Burke GL, Michos ED. Alcohol type and ideal cardiovascular health among adults of the Multi-Ethnic Study of Atherosclerosis. Drug Alcohol Depend 2021; 218:108358. [PMID: 33162252 PMCID: PMC7750284 DOI: 10.1016/j.drugalcdep.2020.108358] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 10/06/2020] [Accepted: 10/08/2020] [Indexed: 01/12/2023]
Abstract
BACKGROUND Light to moderate alcohol consumption is associated with favorable cardiovascular health (CVH). However, the association between alcohol type and ideal CVH has not been well-established. We examined the relationship between alcohol type and ideal CVH as measured by the American Heart Association's seven CVH metrics. METHODS We analyzed data from 6,389 men and women aged 45-84 years from a multi-ethnic cohort free of cardiovascular disease. Alcohol type (wine, beer and liquor) was categorized as never, former, 0 but drink other alcohol types, >0 but <1 drink/day, 1-2 drinks/day and >2 drinks/day. A CVH score ranging from 0 to 14 points was created from the seven CVH metrics (Inadequate score, 0-8; average, 9-10; optimal, 11-14). We used multinomial logistic regression to examine the association between alcohol type and CVH, adjusting for age, sex, race/ethnicity, education, income, health insurance, field site and total calorie intake. RESULTS The mean (SD) age of participants was 62 (10) years and 53 % were women. Participants who consumed 1-2 drinks/day of wine had higher odds of optimal CVH scores compared to those who never drank wine [adjusted prevalence odds ratio (POR) 1.64 (1.12-2.40)]. In comparison to participants who never drank beer, those who consumed >2 drinks/day of beer had lower odds of optimal CVH scores [0.31 (0.14-0.69)]. Additionally, those who consumed >2 drinks/day of liquor had lower odds of optimal scores compared to those who never drank liquor [0.32 (0.16-0.65)]. CONCLUSION Moderate consumption of wine was associated with favorable CVH. However, heavy consumption of beer or liquor was associated with poorer CVH.
Collapse
Affiliation(s)
- Oluseye Ogunmoroti
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States.
| | - Olatokunbo Osibogun
- Department of Epidemiology, Robert Stempel College of Public Health and Social Work, Florida International University, Miami, FL
| | | | - Mariana Lazo
- Division of General Internal Medicine, Johns Hopkins School of Medicine and Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health
| | - Lena Mathews
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Victor Okunrintemi
- Department of Internal Medicine, East Carolina University, Greenville, NC
| | - Ebenezer T. Oni
- Division of Cardiology, Albert Einstein Medical Center, Philadelphia, PA
| | - Gregory L. Burke
- Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC
| | - Erin D. Michos
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD
| |
Collapse
|