Scott M. Grundy’s research while affiliated with University of Texas Southwestern Medical Center and other places

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Publications (871)


Multilevel Mediators on the Associations of Neighborhood Social Environmental Factors and Severity of Metabolic Syndrome: The Jackson Heart Study
  • Article

December 2024

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10 Reads

Journal of the American Heart Association

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Lauren A Reid

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[...]

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Background Neighborhood characteristics serve as risk factors for metabolic syndrome (MetS). However, the intermediary factors linking this relationship remain understudied. Thus, we investigated the sex‐specific mediating role of C‐reactive protein, physical activity (PA), and perceived stress in the associations of perceived neighborhood social environment (PNSE) with MetS severity among Black adults. Methods and Results This cross‐sectional study included 3185 adults (64% women) from exam 1 (2000–2004) of the Jackson Heart Study. MetS severity Z scores were calculated based on the Adult Treatment Panel III criteria formula. PNSE included neighborhood violence, problems, and social cohesion. Men and women were analyzed separately. A bootstrap resampling technique with 95% bias‐corrected CI (95% BC CI) was used to evaluate whether C‐reactive protein, PA, and perceived stress mediated the association between each PNSE and MetS severity, adjusting for covariates. All PNSE factors were directly related to MetS severity in women but not in men. In women, neighborhood problems were indirectly associated with MetS severity mediated through PA (β=0.02 [95% BC CI, 0.00–0.05]). In men, neighborhood violence, problems, and social cohesion were indirectly associated with MetS severity mediated through PA (β=0.05 [95% BC CI, 0.01–0.10]; β=0.03 [95% BC CI, 0.00–0.06]; and β=−0.04 [95% BC CI, −0.09 to −0.01], respectively). Neither C‐reactive protein nor perceived stress mediated such associations in either women or men. Conclusions All PNSEs (violence, problems, and social cohesion) were directly related to MetS severity in women only. PA mediated the relationship between each PNSE and MetS in a sex‐specific manner. Efforts focusing on local conditions are needed to better understand why such disparities exist for at‐risk minoritized groups.



Abstract P160: Sex-Differences in Physical Activity-Mediated Associations of Perceived Neighborhood Environments With Severity of Metabolic Syndrome Among Jackson Heart Study Participants

February 2023

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17 Reads

Circulation

Introduction: Metabolic syndrome (MetS) can lead to harmful effects on cardiovascular health. Assessing whether links between perceived neighborhood social environment (PNSE) and MetS are mediated by physical activity (PA) levels will inform interventions to reduce population-level mortality attributed to MetS. Hypothesis: PNSE will be both directly and indirectly related to MetS severity via PA. Methods: This study utilized baseline data from the Jackson Heart Study, a prospective, community-based cohort of African American adults in Jackson, MS (total sample=3082; mean age 53.3 years; 64% female). PNSE variables included neighborhood violence, problems (higher value=more violence or problems), and social cohesion (higher value=more cohesion). MetS severity Z-score was the outcome (higher score indicates worse MetS). Validated self-reported total PA, based on active living, sports, and home/yard indices, was tested as the mediator. Linear regressions with bootstrap-generated 95% bias-corrected confidence intervals ( BC CIs ) were estimated to test for significant unstandardized indirect effects, controlling for covariates (age, education, smoking status, alcohol consumption, and diet). All analyses were stratified by sex. Results: In women, neighborhood violence, problems, and social cohesion were indirectly related to MetS via PA (B for indirect effects=.04, 95% BC CI =.01, .08; .03, 95% BC CI =.01, .06; and -.03, 95% BC CI =-.07, -.01, respectively). That is, higher violence and problems were related to lower PA (B=-1.06, 95%CI=-1.76, -.36; B=-.79, 95%CI=-1.26, -.32, respectively), while higher social cohesion was associated with higher PA (B=.86, 95%CI=.15, 1.58). In turn, higher PA was associated with lower MetS. All PNSE factors were directly related to MetS (p<.05). In men, neighborhood violence, problems, and social cohesion were indirectly related to MetS via PA (B for indirect effects=.06, 95% BC CI =.02, .12; .04, 95% BC CI =.01, .08; and -.06, 95% BC CI =-.11, -.02, respectively). Again, higher violence and problems were related to lower PA (B=-1.65, 95%CI=-2.58, -.71; B=-1.02, 95%CI=-1.64, -.40, respectively), while higher social cohesion was associated with higher PA (B=1.58, 95%CI=.64, 2.52). In turn, higher PA was associated with lower MetS. No PNSEs were directly related to MetS. Conclusions: Consistent with what we expected, higher perceived neighborhood violence and problems were positively related to MetS, and vice versa for social cohesion. These associations may be explained in part by PA levels. The data showed that indirect effects by PA were more pronounced in men than women. Future interventions to reduce MetS attributed to neighborhood issues should consider PA promotion tailored to women and men in conjunction with community efforts to reduce neighborhood violence and problems and encourage cohesive neighborhoods.



Is There a Role for Coronary Calcium in Patients With Diabetes?

January 2023

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6 Reads

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1 Citation

The American Journal of Cardiology

In the primary prevention of atherosclerotic cardiovascular disease (ASCVD), a significant portion of high-risk patients have diabetes. Two decades ago, patients with or without cardiovascular disease were identified as having coronary heart disease (CHD) risk equivalents because prospective studies showed that they were at risk for future CHD events equivalent to that of patients with established CHD. Thus, for patients with CHD, cholesterol guidelines recommended that patients with diabetes should be treated routinely with statins. However, recently, the treatment of diabetes has been greatly improved, and the risk for ASCVD has decreased. For this reason, it may be appropriate to re-evaluate the recommendations for routine use of statins in patients with diabetes. One of the major advances in the risk assessment for ASCVD is the introduction of coronary artery calcium measurement. This report will examine the role of coronary artery calcium scanning for the decision to initiate statin therapy in the primary prevention for patients with diabetes.


Statin therapy for primary prevention in men: What is the role for coronary artery calcium?

November 2022

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15 Reads

Journal of Clinical Lipidology

Current cholesterol guidelines for primary prevention of atherosclerotic cardiovascular disease (ASCVD) base statin treatment decisions on multiple risk factor algorithms (e.g., Pooled Cohort Equations [PCEs]). By available PCEs, most older middle-aged men are statin eligible. But several studies cast doubt on predictive accuracy of available PCEs for ASCVD risk assessment. Recent studies suggest that accuracy can be improved by measurement of coronary artery calcium (CAC). This method has the advantage of identifying men at low risk in whom statin therapy can be delayed for several years, provided they are monitored periodically for progression of CAC. Thus, there are two approaches to statin therapy in men ≥ 55 years: first all men could be treated routinely, or second, treatment can be based on the extent of coronary calcium. The latter could allow a sizable fraction of men to avoid treatment for several years or indefinitely. Whether with initial CAC scan or with periodic rescanning, a CAC score ≥ 100 Agatston units is high enough to warrant statin therapy. In otherwise high-risk men (e.g., diabetes, severe hypercholesterolemia, 10-year risk by PCE ≥ 20%), a statin is generally indicated without the need for CAC; but in special cases, CAC measurement may aid in treatment decisions.


Guidelines for the management of hyperlipidemia: How can clinicians effectively implement them?

November 2022

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16 Reads

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11 Citations

Progress in Cardiovascular Diseases

Guidelines support lowering cholesterol to decrease atherosclerotic cardiovascular disease (ASCVD) risk across the entire lifespan with intensive lifestyle intervention, as well as statin and non-statin pharmacotherapy for those at highest risk. Modest improvements in the initiation, use, and adherence to statin therapy in patients with ASCVD have occurred over the past decades. However, studies continue to document a less than desired implementation of guidelines highlighting a substantial and persistent treatment gap. The success of implementation depends on the consideration of a variety of barriers that exist throughout the healthcare delivery system. Further research is needed to comprehensively evaluate these barriers in order to develop appropriate and sustainable interventions to improve guideline implementation.



Statin Therapy for Primary Prevention in Women: What is the Role for Coronary Artery Calcium?

May 2022

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12 Reads

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3 Citations

Journal of Clinical Lipidology

Statins reduce atherosclerotic cardiovascular disease (ASCVD) similarly in women and men. Women develop coronary atherosclerosis more slowly than men. By late middle age, most men have enough atherosclerosis to warrant statin therapy; but in this age range, only about one fourth of women are statin eligible, as implied by coronary artery calcium (CAC). By current guidelines, treatment decisions depend on multiple risk factor algorithms (e.g., pooled cohort equations [PCEs]). But several studies cast doubt on reliability of available PCEs, especially in women. Many older women have zero CAC, which equates to low risk for ASCVD; these women can delay statin therapy for several years before re-scanning. When CAC is 1-99 Agatston units, risk is only borderline high and statin delay also is an option until re-scanning. When CAC is > 100 Agatston units, risk is high enough to warrant a statin. In most women, CAC is the best guide to treatment decisions. In high-risk women (e.g., diabetes and severe hypercholesterolemia), generally are indicated, but CAC can assist in risk assessment, but other risk factors also can aid in treatment decisions.


Managing Atherosclerotic Cardiovascular Risk in Young Adults

March 2022

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71 Reads

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81 Citations

Journal of the American College of Cardiology

There is a need to identify high-risk features that predict early-onset atherosclerotic cardiovascular disease (ASCVD). The authors provide insights to help clinicians identify and address high-risk conditions in the 20- to 39-year age range (young adults). These include tobacco use, elevated blood pressure/hypertension, family history of premature ASCVD, primary severe hypercholesterolemia such as familial hypercholesterolemia, diabetes with diabetes-specific risk-enhancing factors, or the presence of multiple other risk-enhancing factors, including in females, a history of pre-eclampsia or menopause under age 40. The authors update current thinking on lipid risk factors such as triglycerides, non–high-density lipoprotein cholesterol, apolipoprotein B, or lipoprotein (a) that are useful in understanding an individual’s long-term ASCVD risk. The authors review emerging strategies, such as coronary artery calcium and polygenic risk scores in this age group, that have potential clinical utility, but whose best use remains uncertain. Finally, the authors discuss both the obstacles and opportunities for addressing prevention in early adulthood.


Citations (74)


... Dibanding zat toksik penginduksi lainnya, protamin sulfat dapat memberikan gambaran sistitis interstisial yang mirip pada manusia berupa eksfoliasi sel superfisial, proliferasi sel intermediet, dan sistitis hemoragik akut. 18 Penelitian ini bertujuan untuk menilai efek dari simvastatin terhadap urin berupa derajat leukosituria dan hematuria setelah pemberian simvastatin pada tikus model BPS/IC. Selain itu, perubahan makroskopik yang terjadi pada jaringan vesika urinaria, berupa berat buli-buli relatif, derajat edema jaringan, dan derajat hemoragik jaringan juga dinilai pada studi ini. ...

Reference:

Efek Simvastatin terhadap Urin dan Jaringan Buli-Buli pada Tikus Model Sistitis Interstisial Akut yang Diinduksi Protamin Sulfat
Is There a Role for Coronary Calcium in Patients With Diabetes?
  • Citing Article
  • January 2023

The American Journal of Cardiology

... Hyperlipidaemia, marked by irregular lipid levels in the blood, encompasses increased total cholesterol (TC), triglycerides (TG), and low-density lipoprotein cholesterol (LDL-c), along with decreased high-density lipoprotein cholesterol (HDL-c). It is a crucial risk determinant for cardiovascular pathologies like atherosclerosis and coronary heart disease (Dembowski et al., 2022). ...

Guidelines for the management of hyperlipidemia: How can clinicians effectively implement them?
  • Citing Article
  • November 2022

Progress in Cardiovascular Diseases

... The American College of Cardiology (ACC) and the American Heart Association (AHA) issued a clinical guideline in 2013 that lowered the CVD risk threshold for initiating lipid-lowering therapy to 5-7.5%, which was criticized for over-prescribing statins to healthy individuals [7][8][9][10][11]. In 2018, the ACC/AHA guideline was revised to recommend statin use for individuals with a 10-year risk of 5-20%, taking physician and patient preferences into account [12] and in 2022, the United States Preventive Services Taskforce (USPSTF) recommended initiating statin therapy in those with a 10-year risk of ≥ 10% and at least one traditional CVD risk factor [13]. The 2021 European Society of Cardiology (ESC) has categorized people as very high CVD risk when risk is ≥ 7.5% for age under 50, ≥ 10% for age 50-69, and ≥ 15% for age > 70 [14]. ...

Statin Usage in Primary Prevention—Comparing the USPSTF Recommendations With the AHA/ACC/Multisociety Guidelines
  • Citing Article
  • August 2022

JAMA Cardiology

... Para puntajes de CAC score entre 1-99 existe controversia, sin embargo, se podría iniciar estatinas a dosis intermedia en riesgo estimado >7.5%, de lo contrario se podría realizar una nueva evaluación a 10 años. Por encima de este rango estaría claramente indicada la terapia con estatina, por lo que se variaría la dosis intermedia entre 100-300UA y de alta intensidad >300 UA (81). Está estrategia ha permitido una mejor predicción de eventos cardiovasculares y modificar la intención de tratamiento sobre todo en mujeres con riesgo cardiovascular intermedio o cuando la puntuación de riesgo es inconsistente con el percibido por el clínico (79). ...

Statin Therapy for Primary Prevention in Women: What is the Role for Coronary Artery Calcium?
  • Citing Article
  • May 2022

Journal of Clinical Lipidology

... Atherosclerotic cardiovascular diseases (ACVDs) are the leading cause of morbidity and mortality in the industrialized world. In the past decades, a set of risk factors has been identified that promotes the development and progression of ACVD, such as diabetes, arterial hypertension, hyperlipidemia and tobacco use [1]. The enteral microbiome has been introduced as a new player in the pathogenesis of ACVD, and it acts like a double-edged sword. ...

Managing Atherosclerotic Cardiovascular Risk in Young Adults
  • Citing Article
  • March 2022

Journal of the American College of Cardiology

... Atherosclerosis, a leading cause of cardiovascular disease (CVD), remains a compelling global health issue, contributing to substantial morbidity and mortality across the globe [1,2]. Atherosclerosis is characterized by the build-up of plaques within the arterial walls, comprising lipids, complex sugars, and other blood components. ...

Global Burden of Cardiovascular Diseases and Risk Factors
  • Citing Article
  • Full-text available
  • December 2020

... The usage of CAC scans has increased significantly since the ACC/ AHA Guideline on the Management of Blood Cholesterol in 2018 2 included CAC score in the algorithm for consideration of statin therapy, among those at borderline and intermediate risk for ASCVD. It is estimated that 45-50% of the US population aged 40-80 would fall in these groups defined as 5-20% risk of ASCVD events over 10 years 3,4 . The possibility of applying artificial intelligence (AI) to predict CVD has been previously published by some of our team members using the support vector machine algorithms in MESA 5 . ...

Prevalence and Significance of Risk Enhancing Biomarkers in the United States Population at Intermediate Risk for Atherosclerotic Disease

Journal of Clinical Lipidology

... Chronic silent osteomyelitis typically arises from a previous episode of acute osteomyelitis that is inadequately treated or not promptly diagnosed [3]. Bacterial pathogens, particularly Staphylococcus aureus, are the most common causative agents, accounting for most cases [3,4]. These pathogens gain access to the bone through various routes, including direct inoculation, hematogenous spread, or contiguous spread from adjacent infected sites [4]. ...

Statin Intolerance and Non-Compliance: An Empiric Approach
  • Citing Article
  • October 2021

The American Journal of Medicine

... Use of high-intensity statins and achievement of LDL-C goals are far from optimal in the real world; as such, a great proportion of patients continuously live with high LDL-C and are therefore at high risk for CVD [8][9][10][11]. Hesitancy to use high-intensity statins, treatment non-adherence, lack of effectiveness in certain individuals, side effects and other factors may have contributed to this situation [12][13][14][15]. It is therefore imperative to rethink whether there are other lines of treatment. ...

High-Intensity Statins Benefit High-Risk Patients: Why and How to Do Better
  • Citing Article
  • September 2021

Mayo Clinic Proceedings

... Additional points in need of investigation include the gate of 10-year CVR to start statins in primary prevention and the relevance of coronary artery calcium score to this end; the use of moderate (vs. high-intensity) statin therapy in patients with established atherosclerosis; and the appropriateness of monitoring lipid panels after starting or enhancing lipid lowering therapy [190]. ...

Department of Veterans Affairs (VA) and U.S. Department of Defense (DoD) guidelines for management of dyslipidemia and cardiovascular disease risk reduction: Putting evidence in context
  • Citing Article
  • August 2021