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Khraishah H, Ostergard RL, Nabi SR, De Alwis D, Alahmad B. Climate Change and Cardiovascular Disease: Who Is Vulnerable? Arterioscler Thromb Vasc Biol 2025; 45:23-36. [PMID: 39588645 DOI: 10.1161/atvbaha.124.318681] [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] [Indexed: 11/27/2024]
Abstract
Climate change involves a shift in earth's climate indicators over extended periods of time due to human activity. Anthropogenic air pollution has resulted in trapping heat, contributing to global warming, which contributes to worsening air pollution through facilitating oxidizing of air constituents. It is becoming more evident that the effects of climate change, such as air pollution and ambient temperatures, are interconnected with each other and other environmental factors. While the relationship between climate change components and cardiovascular disease is well documented in the literature, their interaction with one another along with individuals' biological and social risk factors is yet to be elucidated. In this review, we summarize that pathophysiological mechanisms by ambient temperatures directly affect cardiovascular health and describe the most vulnerable subgroups, defined by age, sex, race, and socioeconomic factors. Finally, we provide guidance on the importance of integrating climate, environmental, social, and health data into common platforms to inform researchers and policies.
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Affiliation(s)
- Haitham Khraishah
- Department of Medicine, Harrington Heart and Vascular Institute (H.K.), University Hospitals at Case Western Reserve University, Cleveland, OH
| | | | - Syed R Nabi
- Department of Medicine (S.R.N.), University Hospitals at Case Western Reserve University, Cleveland, OH
| | - Donald De Alwis
- University of Maryland School of Medicine, Baltimore (D.D.A.)
| | - Barrak Alahmad
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA (B.A.)
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Baker-Smith CM, Waddy SP, Hassani S, Mujahid M, Okwuosa T, Peprah E, Boden-Albala B. JAHA at Scientific Sessions 2023: Moving Toward Social Justice in Cardiovascular Health in the United States. J Am Heart Assoc 2024; 13:e037936. [PMID: 39508176 DOI: 10.1161/jaha.124.037936] [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: 07/26/2024] [Accepted: 09/18/2024] [Indexed: 11/08/2024]
Abstract
Attention to social justice is essential to improving cardiovascular health outcomes. In the absence of social justice, equitable cardiovascular health is impossible. This viewpoint provides a brief synopsis of the 2023 Journal of the American Heart Association (JAHA)-sponsored session titled "Moving Towards Social Justice in Cardiovascular Health." We define social justice and summarize the burden of cardiovascular disease inequity in the United States. We also highlight strategies for achieving social justice, including addressing workforce diversity, integrating social determinants into cardiovascular research, designing cardiovascular interventions to close the equity gap, and improving inclusivity in cardiovascular disease trials.
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Affiliation(s)
- Carissa M Baker-Smith
- Preventive Cardiology Program, Center for Cardiovascular Research and Innovation, Nemours Cardiac Center Nemours Children's Health Wilmington DE
- Sidney Kimmel Medical College of the Thomas Jefferson University Philadelphia PA
| | - Salina P Waddy
- Division of Clinical Innovation, National Center for Advancing Translational Sciences National Institutes of Health Bethesda MD
| | - Sara Hassani
- Division of Clinical Innovation, National Center for Advancing Translational Sciences National Institutes of Health Bethesda MD
| | - Mahasin Mujahid
- Division of Epidemiology UC Berkeley, School of Public Health Berkeley CA
| | - Tochi Okwuosa
- Division of Cardiology, Department of Internal Medicine Rush University Medical Center Chicago IL
| | - Emmanuel Peprah
- Department of Global and Environmental Health New York University School of Global Public Health New York NY
| | - Bernadette Boden-Albala
- Department of Health Society and Behavior, Department of Epidemiology and Biostatistics, Joe C. Wen School of Population and Public Health University of California Irvine CA
- Department of Neurology, School of Medicine Susan and Henry Samueli College of Health Sciences, University of California Irvine CA
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Khraishah H, Rajagopalan S. Inhaling Poor Health: The Impact of Air Pollution on Cardiovascular Kidney Metabolic Syndrome. Methodist Debakey Cardiovasc J 2024; 20:47-58. [PMID: 39525378 PMCID: PMC11545917 DOI: 10.14797/mdcvj.1487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Accepted: 09/20/2024] [Indexed: 11/16/2024] Open
Abstract
Air pollution, mostly from fossil fuel sources, is the leading environmental cause of global morbidity and mortality and is intricately linked to climate change. There is emerging evidence indicating that air pollution imposes most of its risk through proximate cardiovascular kidney and metabolic (CKM) etiologies. Indeed, there is compelling evidence linking air pollution to the genesis of insulin resistance, type 2 diabetes, hypertension, and other risk factors. Air pollution frequently coexists with factors such as noise, with levels and risks influenced substantially by additional factors such as social determinants and natural and built environment features. Persistent disparities regarding the impact and new sources of air pollution, such as wildfires attributable to climate change, have renewed the urgency to better understand root sources, characterize their health effects, and disseminate this information for personal protection and policy impacts. In this review, we summarize evidence associating air pollution with cardiovascular health, the impact of air pollution on CKM health, and how interactions with other exposures and personal characteristics may modify these associations. Finally, we discuss new integrated approaches to capture risk from air pollution in the context of an exposomic framework.
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Affiliation(s)
- Haitham Khraishah
- University Hospitals, Harrington Heart & Vascular Institute, Case Western Reserve University, Cleveland, Ohio, US
| | - Sanjay Rajagopalan
- University Hospitals, Harrington Heart & Vascular Institute, Case Western Reserve University, Cleveland, Ohio, US
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Freifeld C, Camarero A, Oh J, Fairchok A, Yang K, Siegel M. Connecting Past to Present: Does Historical Redlining Affect Current Life Expectancy? J Racial Ethn Health Disparities 2024:10.1007/s40615-024-02220-9. [PMID: 39466535 DOI: 10.1007/s40615-024-02220-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 10/01/2024] [Accepted: 10/14/2024] [Indexed: 10/30/2024]
Abstract
INTRODUCTION Previous research has documented a strong relationship between currently living in the redlined zones of the 1930s and suffering from a higher prevalence of disease. However, little is known about the relationship between historical redlining, modern-day redlining, and current resident health outcomes. This paper aimed to simultaneously model the associations between both historical redlining and modern-day redlining on current health outcomes. METHODS In this paper, we used structural equation modeling to uncover relationships between current and historical redlining practices and modern-day life expectancy, exploring two levels of potential mediating factors: (1) racial segregation and structural racism; and (2) mediating health outcomes. We analyzed data from 11,661 census tracts throughout the United States using historical redlining data from 1940, modern redlining data from 2010 to 2017, racial segregation and structural racism indices from 2010 to 2019, health outcome data from 2021 to 2022, and life expectancy data from 2010 to 2015. Historical redlining was measured using Home Owners' Loan Corporation (HOLC) ratings, which ranged from 1.0 for favorable neighborhoods ("greenlined") to 4.0 for unfavorable ("redlined") neighborhoods. Modern-day redlining was measured using Home Mortgage Disclosure Act (HMDA) data, which were transformed into four quartiles, ranging from level 1 (low mortgage rejection rates) to level 4 (high mortgage rejection rates). RESULTS We found a significant relationship between historic redlining and current life expectancy, with average life expectancy decreasing steadily from 80.7 years in HOLC 1 tracts to 75.7 years in HOLC 4 tracts, a differential of 5.0 years between the greenlined and redlined tracts. We also found a significant relationship between modern-day redlining and current life expectancy, with average life expectancy decreasing steadily from 79.9 years in HMDA 1 tracts to 73.5 years in HMDA 4 tracts, a differential of 6.4 years. In the structural equation model, historical redlining had a total effect of decreasing life expectancy by 1.18 years for each increase of one in the HOLC rating. Modern-day redlining had a total effect of decreasing life expectancy by 1.89 years for each increase of one in the HMDA quartile. CONCLUSION This paper provides new evidence that the legacy of redlining is not relegated to the history books but rather is a present and pressing public health issue today.
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Affiliation(s)
- Charlotte Freifeld
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA, 02111, USA
| | - Ava Camarero
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA, 02111, USA
| | - Joanne Oh
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA, 02111, USA
| | - Alexandra Fairchok
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA, 02111, USA
| | - Karen Yang
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA, 02111, USA
| | - Michael Siegel
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA, 02111, USA.
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Mercado CI, Bullard KM, Bolduc ML, Andrews CA, Freggens ZR, Liggett G, Banks D, Johnson SB, Penman-Aguilar A, Njai R. A Shift in Approach to Addressing Public Health Inequities and the Effect of Societal Structural and Systemic Drivers on Social Determinants of Health. Public Health Rep 2024:333549241283586. [PMID: 39394663 PMCID: PMC11556650 DOI: 10.1177/00333549241283586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2024] Open
Abstract
Social determinants of health (SDOH) are the conditions in which people are born, grow, live, work, and age that influence health outcomes, and structural and systemic drivers of health (SSD) are the social, cultural, political, and economic contexts that create and shape SDOH. With the integration of constructs from previous examples, we propose an SSD model that broadens the contextual effect of these driving forces or factors rooted in the Centers for Disease Control and Prevention's SDOH framework. Our SSD model (1) presents systems and structures as multidimensional, (2) considers 10 dimensions as discrete and intersectional, and (3) acknowledges health-related effects over time at different life stages and across generations. We also present an application of this SSD model to the housing domain and describe how SSD affect SDOH through multiple mechanisms that may lead to unequal resources, opportunities, and consequences contributing to a disproportionate burden of disease, illness, and death in the US population. Our enhanced SDOH framework offers an innovative and promising model for multidimensional, collaborative public health approaches toward achieving health equity and eliminating health disparities.
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Affiliation(s)
- Carla I. Mercado
- Office of Minority Health, Office of Health Equity, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Kai McKeever Bullard
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Michele L.F. Bolduc
- Office of Minority Health, Office of Health Equity, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Courtni Alexis Andrews
- Office of Minority Health, Office of Health Equity, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Zoe R.F. Freggens
- Office of Minority Health, Office of Health Equity, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Grace Liggett
- Office of Minority Health, Office of Health Equity, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Desmond Banks
- Office of Minority Health, Office of Health Equity, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Shanice Battle Johnson
- Office of Minority Health, Office of Health Equity, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Ana Penman-Aguilar
- Office of Minority Health, Office of Health Equity, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Rashid Njai
- Office of Minority Health, Office of Health Equity, Centers for Disease Control and Prevention, Atlanta, GA, USA
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Motairek I, Rvo Salerno P, Chen Z, Deo S, Makhlouf MHE, Al-Araji R, Rajagopalan S, Nasir K, Al-Kindi S. Historical neighborhood redlining and bystander CPR disparities in out-of-hospital cardiac arrest. Resuscitation 2024; 201:110264. [PMID: 38851447 DOI: 10.1016/j.resuscitation.2024.110264] [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: 04/22/2024] [Revised: 06/01/2024] [Accepted: 06/03/2024] [Indexed: 06/10/2024]
Abstract
BACKGROUND Out-of-hospital cardiac arrest (OHCA) is associated with low survival rates. Bystander cardiopulmonary resuscitation (CPR) is essential for improving outcomes, but its utilization remains limited, particularly among racial and ethnic minorities. Historical redlining, a practice that classified neighborhoods for mortgage risk in 1930s, may have lasting implications for social and health outcomes. This study sought to investigate the influence of redlining on the provision of bystander CPR during witnessed OHCA. METHODS We conducted an analysis using data from the comprehensive Cardiac Arrest Registry to Enhance Survival (CARES), encompassing 736,066 non-traumatic OHCA cases across the United States. The Home Owners' Loan Corporation (HOLC) map shapefiles were utilized to categorize census tracts of arrests into four grades (A signifying "best", B "still desirable", C "declining", and D "hazardous"). Multivariable hierarchical logistic regression models were employed to predict the likelihood of CPR provision, adjusting for various factors including age, sex, race/ethnicity, arrest location, calendar year, and state of occurrence. Additionally, we accounted for the percentage of Black residents and residents below poverty levels at the census tract level. RESULTS Among the 43,186 witnessed cases of OHCA in graded HOLC census tracts, 37.2% received bystander CPR. The rates of bystander CPR exhibited a gradual decline across HOLC grades, ranging from 41.8% in HOLC grade A to 35.8% in HOLC grade D. In fully adjusted model, we observed significantly lower odds of receiving bystander CPR in HOLC grades C (OR 0.89, 95% CI 0.81-0.98, p = 0.016) and D (OR 0.86, 95% CI 0.78-0.95, p = 0.002) compared to HOLC grade A. CONCLUSION Redlining, a historical segregation practice, is associated with reduced contemporary rates of bystander CPR during OHCA. Targeted CPR training in redlined neighborhoods may be imperative to enhance survival outcomes.
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Affiliation(s)
- Issam Motairek
- Department of Internal Medicine, Cleveland Clinic, Cleveland, OH, United States; Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Pedro Rvo Salerno
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Zhuo Chen
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Salil Deo
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, United States; Surgical Services, Louis Stokes VA Medical Center, Cleveland, OH, United States; Case Western Reserve University School of Medicine, Cleveland, OH, United States
| | - Mohamed H E Makhlouf
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, United States
| | - Rabab Al-Araji
- Department of Global Health, Emory University, Atlanta, GA, United States
| | - Sanjay Rajagopalan
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, United States; Case Western Reserve University School of Medicine, Cleveland, OH, United States
| | - Khurram Nasir
- Houston Methodist Hospital, Houston, TX, United States
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Wei H, Spoer BR, Titus AR, Lampe TM, Gourevitch MN, Faber JW, Korzeniewski SJ, Bauer SJ, Thorpe LE. Associations between 1930s HOLC grades and estimated population burden of cardiovascular disease risk factors in 2020. PNAS NEXUS 2024; 3:pgae301. [PMID: 39144914 PMCID: PMC11323776 DOI: 10.1093/pnasnexus/pgae301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 07/06/2024] [Indexed: 08/16/2024]
Abstract
Studies have recently begun to explore the potential long-term health impacts of homeownership policies implemented in the New Deal era. We investigated the association between assigned grades of lending risk by the Home Owners' Load Corporation (HOLC) maps from the 1930s and present-day prevalence of three cardiovascular risk factors (diabetes and obesity in 2020, and hypertension in 2019), estimated at the census tract level in the United States. To minimize potential confounding, we adjusted for sociodemographic data from the time period when HOLC maps were made. We calculated propensity scores (predicted probability of receiving a HOLC grade) and created a pseudo-population using inverse probability weighting. We then employed marginal structural models to estimate prevalence differences comparing A vs. B, B vs. C, and C vs. D HOLC grades. Adjusting only for regions, a less desirable HOLC grade was associated with higher estimated prevalence rates of present-day cardiovascular risk factors; however, most differences were no longer significant after applying propensity score methods. The one exception was that the prevalence of diabetes, hypertension, and obesity were all higher in C vs. B graded census tracts, while no differences were observed for C and D and A and B comparisons. These results contribute to a small body of evidence that suggests historical "yellowlining" (as C grade was in color yellow) may have had persistent impacts on neighborhood-level cardiovascular risk factors 80 years later.
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Affiliation(s)
- Hanxue Wei
- Department of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Benjamin R Spoer
- Department of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Andrea R Titus
- Department of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Taylor M Lampe
- Department of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Marc N Gourevitch
- Department of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Jacob W Faber
- Robert F. Wagner School, New York University, New York, NY 10003, USA
- Department of Sociology, New York University, New York, NY 10003, USA
| | - Steven J Korzeniewski
- Department of Family Medicine and Public Health Sciences, Wayne State University School of Medicine, Detroit, MI 48201, USA
| | - Samantha J Bauer
- Department of Family Medicine and Public Health Sciences, Wayne State University School of Medicine, Detroit, MI 48201, USA
| | - Lorna E Thorpe
- Department of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA
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Blazel MM, Perzynski AT, Gunsalus PR, Mourany L, Gunzler DD, Jones RW, Pfoh ER, Dalton JE. Neighborhood-Level Disparities in Hypertension Prevalence and Treatment Among Middle-Aged Adults. JAMA Netw Open 2024; 7:e2429764. [PMID: 39177999 PMCID: PMC11344236 DOI: 10.1001/jamanetworkopen.2024.29764] [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: 03/12/2024] [Accepted: 06/27/2024] [Indexed: 08/24/2024] Open
Abstract
Importance Hypertension in middle-aged adults (35-50 years) is associated with poorer health outcomes in late life. Understanding how hypertension varies by race and ethnicity across levels of neighborhood disadvantage may allow for better characterization of persistent disparities. Objective To evaluate spatial patterns of hypertension diagnosis and treatment by neighborhood socioeconomic position and racial and ethnic composition. Design, Setting, and Participants In this cross-sectional study of middle-aged adults in Cuyahoga County, Ohio, who encountered primary care in 2019, geocoded electronic health record data were linked to the area deprivation index (ADI), a neighborhood disadvantage measure, at the US Census Block Group level (ie, neighborhood). Neighborhoods were stratified by ADI quintiles, with the highest quintile indicating the most disadvantage. Data were analyzed between August 7, 2023, and June 1, 2024. Exposure Essential hypertension. Main Outcomes and Measures The primary outcome was a clinician diagnosis of essential hypertension. Spatial analysis was used to characterize neighborhood-level patterns of hypertension prevalence and treatment. Interaction analysis was used to compare hypertension prevalence by racial and ethnic group within similar ADI quintiles. Results A total of 56 387 adults (median [IQR] age, 43.1 [39.1-46.9] years; 59.8% female) across 1157 neighborhoods, which comprised 3.4% Asian, 31.1% Black, 5.5% Hispanic, and 60.0% White patients, were analyzed. A gradient of hypertension prevalence across ADI quintiles was observed, with the highest vs lowest ADI quintile neighborhoods having a higher hypertension rate (50.7% vs 25.5%) and a lower treatment rate (61.3% vs 64.5%). Of the 315 neighborhoods with predominantly Black (>75%) patient populations, 200 (63%) had a hypertension rate greater than 35% combined with a treatment rate of less than 70%; only 31 of 263 neighborhoods (11.8%) comprising 5% or less Black patient populations met this same criterion. Compared with a spatial model without covariates, inclusion of ADI and percentage of Black patients accounted for 91% of variation in hypertension diagnosis prevalence among men and 98% among women. Men had a higher prevalence of hypertension than women across race and ADI quintiles, but the association of ADI and hypertension risk was stronger in women. Sex prevalence differences were smallest between Black men and women, particularly in the highest ADI quintile (1689 [60.0%] and 2592 [56.0%], respectively). Conclusions and Relevance These findings show an association between neighborhood deprivation and hypertension prevalence, with disparities observed particularly among Black patients, emphasizing a need for structural interventions to improve community health.
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Affiliation(s)
- Madeleine M. Blazel
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio
| | - Adam T. Perzynski
- Center for Healthcare Research and Policy, Case Western Reserve University/MetroHealth Medical Center, Cleveland, Ohio
| | - Paul R. Gunsalus
- Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Lyla Mourany
- Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Douglas D. Gunzler
- Center for Healthcare Research and Policy, Case Western Reserve University/MetroHealth Medical Center, Cleveland, Ohio
| | - Robert W. Jones
- Cleveland Clinic Value-Based Operations, Cleveland Clinic, Cleveland, Ohio
| | - Elizabeth R. Pfoh
- Center for Value-Based Care Research, Cleveland Clinic, Cleveland, Ohio
| | - Jarrod E. Dalton
- Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
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Alvarado F, Allouch F, Laurent J, Chen J, Bundy JD, Gustat J, Crews DC, Mills KT, Ferdinand KC, He J. Neighborhood-level social determinants of health and cardioprotective behaviors among church members in New Orleans, Louisiana. Am J Med Sci 2024; 368:9-17. [PMID: 38556001 DOI: 10.1016/j.amjms.2024.03.019] [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: 09/05/2023] [Revised: 02/13/2024] [Accepted: 03/27/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND Favorable neighborhood-level social determinants of health (SDoH) are associated with lower cardiovascular disease risk. Less is known about their influence on cardioprotective behaviors. We evaluated the associations between neighborhood-level SDoH and cardioprotective behaviors among church members in Louisiana. METHODS Participants were surveyed between November 2021 to February 2022, and were asked about health behaviors, aspects of their neighborhood, and home address (to link to census tract and corresponding social deprivation index [SDI] data). Logistic regression models were used to assess the relation of neighborhood factors with the likelihood of engaging in cardioprotective behaviors: 1) a composite of healthy lifestyle behaviors [fruit and vegetable consumption, physical activity, and a tobacco/nicotine-free lifestyle], 2) medication adherence, and 3) receipt of routine medical care within the past year. RESULTS Participants (n = 302, mean age: 63 years, 77% female, 99% Black) were recruited from 12 churches in New Orleans. After adjusting for demographic and clinical factors, perceived neighborhood walkability or conduciveness to exercise (odds ratio [OR]=1.25; 95% CI: 1.03, 1.53), availability of fruits and vegetables (OR=1.23; 95% CI: 1.07, 1.42), and social cohesion (OR=1.55; 95% CI: 1.22, 1.97) were positively associated with the composite of healthy lifestyle behaviors. After multivariable adjustment, SDI was in the direction of association with all three cardioprotective behavior outcomes, but associations were not statistically significant. CONCLUSIONS In this predominantly Black, church-based population, neighborhood-level SDoH including the availability of fruits and vegetables, walkability or conduciveness to exercise, and social cohesion were associated with cardioprotective behaviors. Findings reiterate the need to address adverse neighborhood-level SDoH in the design and implementation of health interventions.
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Affiliation(s)
- Flor Alvarado
- Department of Medicine, Tulane University School of Medicine, New Orleans, LA, USA.
| | - Farah Allouch
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Jodie Laurent
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Jing Chen
- Department of Medicine, Tulane University School of Medicine, New Orleans, LA, USA
| | - Joshua D Bundy
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Jeanette Gustat
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Deidra C Crews
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Katherine T Mills
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Keith C Ferdinand
- Department of Medicine, Tulane University School of Medicine, New Orleans, LA, USA
| | - Jiang He
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
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Egede LE, Walker RJ, Campbell JA, Linde S. Historic Redlining and Impact of Structural Racism on Diabetes Prevalence in a Nationally Representative Sample of U.S. Adults. Diabetes Care 2024; 47:964-969. [PMID: 38387079 PMCID: PMC11116912 DOI: 10.2337/dc23-2184] [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: 11/14/2023] [Accepted: 01/31/2024] [Indexed: 02/24/2024]
Abstract
OBJECTIVE We investigated direct and indirect relationships between historic redlining and prevalence of diabetes in a U.S. national sample. RESEARCH DESIGN AND METHODS Using a previously validated conceptual model, we hypothesized pathways between structural racism and prevalence of diabetes via discrimination, incarceration, poverty, substance use, housing, education, unemployment, and food access. We combined census tract-level data, including diabetes prevalence from the Centers for Disease Control and Prevention PLACES 2019 database, redlining using historic Home Owners' Loan Corporation (HOLC) maps from the Mapping Inequality project, and census data from the Opportunity Insights database. HOLC grade (a score between 1 [best] and 4 [redlined]) for each census tract was based on overlap with historically HOLC-graded areas. The final analytic sample consisted of 11,375 U.S. census tracts. Structural equation modeling was used to investigate direct and indirect relationships adjusting for the 2010 population. RESULTS Redlining was directly associated with higher crude prevalence of diabetes within a census tract (r = 0.01; P = 0.008) after adjusting for the 2010 population (χ2(54) = 69,900.95; P < 0.001; root mean square error of approximation = 0; comparative fit index = 1). Redlining was indirectly associated with diabetes prevalence via incarceration (r = 0.06; P < 0.001), poverty (r = -0.10; P < 0.001), discrimination (r = 0.14; P < 0.001); substance use (measured by binge drinking: r = -0.65, P < 0.001; and smoking: r = 0.35, P < 0.001), housing (r = 0.06; P < 0.001), education (r = -0.17; P < 0.001), unemployment (r = -0.17; P < 0.001), and food access (r = 0.14; P < 0.001) after adjusting for the 2010 population. CONCLUSIONS Redlining has significant direct and indirect relationships with diabetes prevalence. Incarceration, poverty, discrimination, substance use, housing, education, unemployment, and food access may be possible targets for interventions aiming to mitigate the impact of structural racism on diabetes.
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Affiliation(s)
- Leonard E. Egede
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI
| | - Rebekah J. Walker
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI
| | - Jennifer A. Campbell
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI
| | - Sebastian Linde
- Department of Health Policy and Management, Texas A&M School of Public Health, College Station, TX
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Kaushal A, Karimi DM, Nazari DR, Opare K, Museru M, Reza Nikoo DM. Environmental Exposure and Respiratory Health: Unraveling the Impact of Toxic Release Inventory Facilities on COPD Prevalence. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024:124286. [PMID: 38823548 DOI: 10.1016/j.envpol.2024.124286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 05/28/2024] [Accepted: 05/29/2024] [Indexed: 06/03/2024]
Abstract
This cross-sectional geospatial analysis explores the prevalence of Chronic Obstructive Pulmonary Disease (COPD) concerning the proximity to toxic release inventory (TRI) facilities in Jefferson County, Alabama. Employing the fuzzy analytical hierarchy process (FAHP), the study evaluates COPD prevalence, comorbidities, healthcare access, and individual health assessments. Given the mounting evidence linking environmental pollutants to COPD exacerbations, the research probes the influence of TRI sites on respiratory health, integrating Geographic Information Systems (GIS) to scrutinize the geospatial vulnerability of communities neighboring TRI sites. Socio-demographic disparities, economic conditions, and air pollution are emphasized in the analysis. The EPA's Toxic Release Inventory serves as the cornerstone for assessing the association between TRI proximity and COPD prevalence. The analysis uncovers a notable inverse correlation between distance from TRI sites and COPD prevalence, signaling potential health risks for populations residing closer to these facilities. Moreover, factors such as minority status, low income, and air pollution are associated with higher COPD prevalence, underscoring the imperative of comprehending the interplay between environmental exposure and respiratory health. This study bridges gaps in the literature by addressing the geographical nexus between COPD prevalence and pollution exposure. By leveraging FAHP, the research furnishes a holistic understanding of the multifaceted factors influencing vulnerability to COPD. The findings underscore the necessity for targeted public health interventions and policy measures to redress environmental disparities and alleviate the repercussions of TRI facilities on respiratory health.
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Affiliation(s)
- Aishwarya Kaushal
- Sustainable Smart Cities Research Center, University of Alabama-Birmingham, Birmingham, AL, USA; Department of Environmental Health Sciences, School of Public Health, the University of Alabama at Birmingham
| | - Dr Maryam Karimi
- Sustainable Smart Cities Research Center, University of Alabama-Birmingham, Birmingham, AL, USA; Department of Environmental Health Sciences, School of Public Health, the University of Alabama at Birmingham; Department of Civil, Construction, and Environmental Engineering, School of Engineering, the University of Alabama at Birmingham
| | - Dr Rouzbeh Nazari
- Sustainable Smart Cities Research Center, University of Alabama-Birmingham, Birmingham, AL, USA; Department of Environmental Health Sciences, School of Public Health, the University of Alabama at Birmingham; Department of Civil, Construction, and Environmental Engineering, School of Engineering, the University of Alabama at Birmingham.
| | - Kofi Opare
- Sustainable Smart Cities Research Center, University of Alabama-Birmingham, Birmingham, AL, USA; Department of Civil, Construction, and Environmental Engineering, School of Engineering, the University of Alabama at Birmingham
| | - Mujungu Museru
- Sustainable Smart Cities Research Center, University of Alabama-Birmingham, Birmingham, AL, USA; Department of Civil, Construction, and Environmental Engineering, School of Engineering, the University of Alabama at Birmingham
| | - Dr Mohammad Reza Nikoo
- Department of Civil and Architectural Engineering, Sultan Qaboos University, Muscat, Oman
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Dholakia A, Burdick KJ, Kreatsoulas C, Monuteaux MC, Tsai J, Subramanian SV, Fleegler EW. Historical Redlining and Present-Day Nonsuicide Firearm Fatalities. Ann Intern Med 2024; 177:592-597. [PMID: 38648643 DOI: 10.7326/m23-2496] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND Redlining began in the 1930s with the Home Owners' Loan Corporation (HOLC); this discriminatory practice limited mortgage availability and reinforced concentrated poverty that still exists today. It is important to understand the potential health implications of this federally sanctioned segregation. OBJECTIVE To examine the relationship between historical redlining policies and present-day nonsuicide firearm fatalities. DESIGN Maps from the HOLC were overlaid with incidence of nonsuicide firearm fatalities from 2014 to 2022. A multilevel negative binomial regression model tested the association between modern-day firearm fatalities and HOLC historical grading (A ["best"] to D ["hazardous"]), controlling for year, HOLC area-level demographics, and state-level factors as fixed effects and a random intercept for city. Incidence rates (IRs) per 100 000 persons, incidence rate ratios (IRRs), and adjusted IRRs (aIRRs) for each HOLC grade were estimated using A-rated areas as the reference. SETTING 202 cities with areas graded by the HOLC in the 1930s. PARTICIPANTS Population of the 8597 areas assessed by the HOLC. MEASUREMENTS Nonsuicide firearm fatalities. RESULTS From 2014 to 2022, a total of 41 428 nonsuicide firearm fatalities occurred in HOLC-graded areas. The firearm fatality rate increased as the HOLC grade progressed from A to D. In A-graded areas, the IR was 3.78 (95% CI, 3.52 to 4.05) per 100 000 persons per year. In B-graded areas, the IR, IRR, and aIRR relative to A areas were 7.43 (CI, 7.24 to 7.62) per 100 000 persons per year, 2.12 (CI, 1.94 to 2.32), and 1.42 (CI, 1.30 to 1.54), respectively. In C-graded areas, these values were 11.24 (CI, 11.08 to 11.40) per 100 000 persons per year, 3.78 (CI, 3.47 to 4.12), and 1.90 (CI, 1.75 to 2.07), respectively. In D-graded areas, these values were 16.26 (CI, 16.01 to 16.52) per 100 000 persons per year, 5.51 (CI, 5.05 to 6.02), and 2.07 (CI, 1.90 to 2.25), respectively. LIMITATION The Gun Violence Archive relies on media coverage and police reports. CONCLUSION Discriminatory redlining policies from 80 years ago are associated with nonsuicide firearm fatalities today. PRIMARY FUNDING SOURCE Fred Lovejoy Housestaff Research and Education Fund.
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Affiliation(s)
- Ayesha Dholakia
- Department of Pediatrics, Boston Children's Hospital, and Department of Pediatrics, Boston Medical Center, Boston, Massachusetts (A.D., K.J.B.)
| | - Kendall J Burdick
- Department of Pediatrics, Boston Children's Hospital, and Department of Pediatrics, Boston Medical Center, Boston, Massachusetts (A.D., K.J.B.)
| | | | - Michael C Monuteaux
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts (M.C.M.)
| | - Jennifer Tsai
- Department of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut, and St. Joseph's Medical Center in Stockton, Stockton, California (J.T.)
| | - S V Subramanian
- Harvard Center for Population and Development Studies, Cambridge, Massachusetts, and Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, Massachusetts (S.V.S.)
| | - Eric W Fleegler
- Department of Emergency Medicine, Massachusetts General Hospital, and Departments of Pediatrics and Emergency Medicine, Harvard Medical School, Boston, Massachusetts (E.W.F.)
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13
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Khraishah H, Chen Z, Rajagopalan S. Understanding the Cardiovascular and Metabolic Health Effects of Air Pollution in the Context of Cumulative Exposomic Impacts. Circ Res 2024; 134:1083-1097. [PMID: 38662860 PMCID: PMC11253082 DOI: 10.1161/circresaha.124.323673] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Poor air quality accounts for more than 9 million deaths a year globally according to recent estimates. A large portion of these deaths are attributable to cardiovascular causes, with evidence indicating that air pollution may also play an important role in the genesis of key cardiometabolic risk factors. Air pollution is not experienced in isolation but is part of a complex system, influenced by a host of other external environmental exposures, and interacting with intrinsic biologic factors and susceptibility to ultimately determine cardiovascular and metabolic outcomes. Given that the same fossil fuel emission sources that cause climate change also result in air pollution, there is a need for robust approaches that can not only limit climate change but also eliminate air pollution health effects, with an emphasis of protecting the most susceptible but also targeting interventions at the most vulnerable populations. In this review, we summarize the current state of epidemiologic and mechanistic evidence underpinning the association of air pollution with cardiometabolic disease and how complex interactions with other exposures and individual characteristics may modify these associations. We identify gaps in the current literature and suggest emerging approaches for policy makers to holistically approach cardiometabolic health risk and impact assessment.
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Affiliation(s)
- Haitham Khraishah
- Division of Cardiovascular Medicine, University of Maryland Medical Center, Baltimore (H.K.)
| | - Zhuo Chen
- Harrington Heart and Vascular Institute, University Hospitals, Cleveland, OH (Z.C., S.R.)
- Case Western Reserve University School of Medicine, Cleveland, OH (Z.C., S.R.)
| | - Sanjay Rajagopalan
- Harrington Heart and Vascular Institute, University Hospitals, Cleveland, OH (Z.C., S.R.)
- Case Western Reserve University School of Medicine, Cleveland, OH (Z.C., S.R.)
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14
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Rajagopalan S, Vergara-Martel A, Zhong J, Khraishah H, Kosiborod M, Neeland IJ, Dazard JE, Chen Z, Munzel T, Brook RD, Nieuwenhuijsen M, Hovmand P, Al-Kindi S. The Urban Environment and Cardiometabolic Health. Circulation 2024; 149:1298-1314. [PMID: 38620080 DOI: 10.1161/circulationaha.123.067461] [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] [Indexed: 04/17/2024]
Abstract
Urban environments contribute substantially to the rising burden of cardiometabolic diseases worldwide. Cities are complex adaptive systems that continually exchange resources, shaping exposures relevant to human health such as air pollution, noise, and chemical exposures. In addition, urban infrastructure and provisioning systems influence multiple domains of health risk, including behaviors, psychological stress, pollution, and nutrition through various pathways (eg, physical inactivity, air pollution, noise, heat stress, food systems, the availability of green space, and contaminant exposures). Beyond cardiometabolic health, city design may also affect climate change through energy and material consumption that share many of the same drivers with cardiometabolic diseases. Integrated spatial planning focusing on developing sustainable compact cities could simultaneously create heart-healthy and environmentally healthy city designs. This article reviews current evidence on the associations between the urban exposome (totality of exposures a person experiences, including environmental, occupational, lifestyle, social, and psychological factors) and cardiometabolic diseases within a systems science framework, and examines urban planning principles (eg, connectivity, density, diversity of land use, destination accessibility, and distance to transit). We highlight critical knowledge gaps regarding built-environment feature thresholds for optimizing cardiometabolic health outcomes. Last, we discuss emerging models and metrics to align urban development with the dual goals of mitigating cardiometabolic diseases while reducing climate change through cross-sector collaboration, governance, and community engagement. This review demonstrates that cities represent crucial settings for implementing policies and interventions to simultaneously tackle the global epidemics of cardiovascular disease and climate change.
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Affiliation(s)
- Sanjay Rajagopalan
- Harrington Heart and Vascular Institute, University Hospitals and Case Western Reserve School of Medicine, Cleveland, OH (S.R., A.V.-M., J.Z., I.J.N., J.-E.D., Z.C.)
| | - Armando Vergara-Martel
- Harrington Heart and Vascular Institute, University Hospitals and Case Western Reserve School of Medicine, Cleveland, OH (S.R., A.V.-M., J.Z., I.J.N., J.-E.D., Z.C.)
| | - Jeffrey Zhong
- Harrington Heart and Vascular Institute, University Hospitals and Case Western Reserve School of Medicine, Cleveland, OH (S.R., A.V.-M., J.Z., I.J.N., J.-E.D., Z.C.)
| | - Haitham Khraishah
- Division of Cardiovascular Medicine, University of Maryland School of Medicine, Baltimore, MD (H.K.)
| | | | - Ian J Neeland
- Harrington Heart and Vascular Institute, University Hospitals and Case Western Reserve School of Medicine, Cleveland, OH (S.R., A.V.-M., J.Z., I.J.N., J.-E.D., Z.C.)
| | - Jean-Eudes Dazard
- Harrington Heart and Vascular Institute, University Hospitals and Case Western Reserve School of Medicine, Cleveland, OH (S.R., A.V.-M., J.Z., I.J.N., J.-E.D., Z.C.)
| | - Zhuo Chen
- Harrington Heart and Vascular Institute, University Hospitals and Case Western Reserve School of Medicine, Cleveland, OH (S.R., A.V.-M., J.Z., I.J.N., J.-E.D., Z.C.)
| | - Thomas Munzel
- Department of Cardiology, University Medical Center of the Johannes Gutenberg University, Mainz, Germany (T.M.)
- German Centre for Cardiovascular Research, Partner Site Rhine Main (T.M.)
| | - Robert D Brook
- Division of Cardiovascular Diseases, Department of Internal Medicine, Wayne State University, Detroit, MI (R.D.B.)
| | | | - Peter Hovmand
- Center for Community Health Integration, Case Western Reserve University, Cleveland, OH (P.H.)
| | - Sadeer Al-Kindi
- DeBakey Heart and Vascular Center, Houston Methodist, TX (S.A.-K.)
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15
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Rajagopalan S, Ramaswami A, Bhatnagar A, Brook RD, Fenton M, Gardner C, Neff R, Russell AG, Seto KC, Whitsel LP. Toward Heart-Healthy and Sustainable Cities: A Policy Statement From the American Heart Association. Circulation 2024; 149:e1067-e1089. [PMID: 38436070 DOI: 10.1161/cir.0000000000001217] [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] [Indexed: 03/05/2024]
Abstract
Nearly 56% of the global population lives in cities, with this number expected to increase to 6.6 billion or >70% of the world's population by 2050. Given that cardiometabolic diseases are the leading causes of morbidity and mortality in people living in urban areas, transforming cities and urban provisioning systems (or urban systems) toward health, equity, and economic productivity can enable the dual attainment of climate and health goals. Seven urban provisioning systems that provide food, energy, mobility-connectivity, housing, green infrastructure, water management, and waste management lie at the core of human health, well-being, and sustainability. These provisioning systems transcend city boundaries (eg, demand for food, water, or energy is met by transboundary supply); thus, transforming the entire system is a larger construct than local urban environments. Poorly designed urban provisioning systems are starkly evident worldwide, resulting in unprecedented exposures to adverse cardiometabolic risk factors, including limited physical activity, lack of access to heart-healthy diets, and reduced access to greenery and beneficial social interactions. Transforming urban systems with a cardiometabolic health-first approach could be accomplished through integrated spatial planning, along with addressing current gaps in key urban provisioning systems. Such an approach will help mitigate undesirable environmental exposures and improve cardiovascular and metabolic health while improving planetary health. The purposes of this American Heart Association policy statement are to present a conceptual framework, summarize the evidence base, and outline policy principles for transforming key urban provisioning systems to heart-health and sustainability outcomes.
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16
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Khadke S, Kumar A, Al‐Kindi S, Rajagopalan S, Kong Y, Nasir K, Ahmad J, Adamkiewicz G, Delaney S, Nohria A, Dani SS, Ganatra S. Association of Environmental Injustice and Cardiovascular Diseases and Risk Factors in the United States. J Am Heart Assoc 2024; 13:e033428. [PMID: 38533798 PMCID: PMC11179791 DOI: 10.1161/jaha.123.033428] [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: 11/05/2023] [Accepted: 01/30/2024] [Indexed: 03/28/2024]
Abstract
BACKGROUND While the impacts of social and environmental exposure on cardiovascular risks are often reported individually, the combined effect is poorly understood. METHODS AND RESULTS Using the 2022 Environmental Justice Index, socio-environmental justice index and environmental burden module ranks of census tracts were divided into quartiles (quartile 1, the least vulnerable census tracts; quartile 4, the most vulnerable census tracts). Age-adjusted rate ratios (RRs) of coronary artery disease, strokes, and various health measures reported in the Prevention Population-Level Analysis and Community Estimates data were compared between quartiles using multivariable Poisson regression. The quartile 4 Environmental Justice Index was associated with a higher rate of coronary artery disease (RR, 1.684 [95% CI, 1.660-1.708]) and stroke (RR, 2.112 [95% CI, 2.078-2.147]) compared with the quartile 1 Environmental Justice Index. Similarly, coronary artery disease 1.057 [95% CI,1.043-1.0716] and stroke (RR, 1.118 [95% CI, 1.102-1.135]) were significantly higher in the quartile 4 than in the quartile 1 environmental burden module. Similar results were observed for chronic kidney disease, hypertension, diabetes, obesity, high cholesterol, lack of health insurance, sleep <7 hours per night, no leisure time physical activity, and impaired mental and physical health >14 days. CONCLUSIONS The prevalence of CVD and its risk factors is highly associated with increased social and environmental adversities, and environmental exposure plays an important role independent of social factors.
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Affiliation(s)
- Sumanth Khadke
- Division of Cardiovascular Medicine, Department of MedicineLahey Hospital & Medical CenterBurlingtonMAUSA
| | - Ashish Kumar
- Department of Medicine, Cleveland ClinicAkron GeneralAkronOHUSA
| | - Sadeer Al‐Kindi
- Division of Cardiovascular Prevention and Wellness, Houston MethodistDeBakey Heart and Vascular CenterHoustonTXUSA
| | - Sanjay Rajagopalan
- Harrington Heart and Vascular Institute, University Hospitals and Case Western Reserve School of MedicineClevelandOHUSA
| | - Yixin Kong
- Division of Cardiovascular Medicine, Department of MedicineLahey Hospital & Medical CenterBurlingtonMAUSA
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Houston MethodistDeBakey Heart and Vascular CenterHoustonTXUSA
| | - Javaria Ahmad
- Division of Cardiovascular Medicine, Department of MedicineLahey Hospital & Medical CenterBurlingtonMAUSA
| | - Gary Adamkiewicz
- Department of Environmental HealthHarvard T.H. Chan, School of Public HealthBostonMAUSA
| | - Scott Delaney
- Department of Environmental HealthHarvard T.H. Chan, School of Public HealthBostonMAUSA
| | - Anju Nohria
- Cardiovascular DivisionBrigham and Women’s HospitalBostonMAUSA
| | - Sourbha S. Dani
- Division of Cardiovascular Medicine, Department of MedicineLahey Hospital & Medical CenterBurlingtonMAUSA
| | - Sarju Ganatra
- Division of Cardiovascular Medicine, Department of MedicineLahey Hospital & Medical CenterBurlingtonMAUSA
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17
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Savitz ST, Falk K, Stearns SC, Grove LR, Pathman DE, Rossi JS. Race-ethnicity and sex differences in 1-year survival following percutaneous coronary intervention among Medicare fee-for-service beneficiaries. J Eval Clin Pract 2024; 30:406-417. [PMID: 38091249 DOI: 10.1111/jep.13954] [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: 05/02/2023] [Revised: 11/25/2023] [Accepted: 11/27/2023] [Indexed: 04/18/2024]
Abstract
RATIONALE Existing literature describing differences in survival following percutaneous coronary intervention (PCI) by patient sex, race-ethnicity and the role of socioeconomic characteristics (SEC) is limited. AIMS AND OBJECTIVES Evaluate differences in 1-year survival after PCI by sex and race-ethnicity, and explore the contribution of SEC to observed differences. METHODS Using a 20% sample of Medicare claims data for beneficiaries aged 65+, we identified fee-for-service patients who received PCI from 2007 to 2015. We performed logistic regression to assess how sex and race-ethnicity relate to procedural indication, inpatient versus outpatient setting, and 1-year mortality. We evaluated whether these relationships are moderated by sequentially controlling for factors including age, comorbidities, presence of acute myocardial infarction (AMI), county SEC, medical resource availability and inpatient versus outpatient procedural status. RESULTS We identified 300,491 PCI procedures, of which 94,863 (31.6%) were outpatient. There was a significant transition to outpatient PCI during the study period, especially for men compared with women and White patients compared with Black patients. Black patients were 3.50 percentage points (p < 0.001) and women were 3.41 percentage points (p < 0.001) more likely than White and male patients to undergo PCI at the time of AMI, which typically occurs in the inpatient setting. Controlling for age and calendar year, Black patients were 2.87 percentage points more likely than non-Hispanic White patients to die within 1 year after PCI. After controlling for Black-White differences in comorbidities, the differences in 1-year mortality decreased to 0.95 percentage points, which then became nonsignificant when further controlling for county resources and state of residence. CONCLUSION Women were more likely to experience PCI in the setting of AMI and had less transition to outpatient care during the period. Black patients experienced higher 1-year mortality following PCI, which is explained by differences in baseline comorbidities, county medical resources, and state of residence.
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Affiliation(s)
- Samuel T Savitz
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
| | - Kristine Falk
- Division of Cardiology, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Sally C Stearns
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Lexie R Grove
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Donald E Pathman
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Family Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Joseph S Rossi
- Division of Cardiology, UNC School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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18
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De Los Santos H, Bezold CP, Jiang KM, Chen JT, Okechukwu CA. Evaluating Methods for Mapping Historical Redlining to Census Tracts for Health Equity Research. J Urban Health 2024; 101:392-401. [PMID: 38519804 PMCID: PMC11052981 DOI: 10.1007/s11524-024-00841-3] [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] [Indexed: 03/25/2024]
Abstract
Neighborhood characteristics including housing status can profoundly influence health. Recently, increasing attention has been paid to present-day impacts of "redlining," or historic area classifications that indicated less desirable (redlined) areas subject to decreased investment. Scholarship of redlining and health is emerging; limited guidance exists regarding optimal approaches to measuring historic redlining in studies of present-day health outcomes. We evaluated how different redlining approaches (map alignment methods) influence associations between redlining and health outcomes. We first identified 11 existing redlining map alignment methods and their 37 logical extensions, then merged these 48 map alignment methods with census tract life expectancy data to construct 9696 linear models of each method and life expectancy for all 202 redlined cities. We evaluated each model's statistical significance and R2 values and compared changes between historical and contemporary geographies and populations using Root Mean Squared Error (RMSE). RMSE peaked with a normal distribution at 0.175, indicating persistent difference between historical and contemporary geographies and populations. Continuous methods with low thresholds provided higher neighborhood coverage. Weighting methods had more significant associations, while high threshold methods had higher R2 values. In light of these findings, we recommend continuous methods that consider contemporary population distributions and mapping overlap for studies of redlining and health. We developed an R application {holcmapr} to enable map alignment method comparison and easier method selection.
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Affiliation(s)
| | | | | | - Jarvis T Chen
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Cassandra A Okechukwu
- The MITRE Corporation, McLean, VA, USA
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, USA
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Rajagopalan S, Brook RD, Salerno PRVO, Bourges-Sevenier B, Landrigan P, Nieuwenhuijsen MJ, Munzel T, Deo SV, Al-Kindi S. Air pollution exposure and cardiometabolic risk. Lancet Diabetes Endocrinol 2024; 12:196-208. [PMID: 38310921 PMCID: PMC11264310 DOI: 10.1016/s2213-8587(23)00361-3] [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: 09/11/2023] [Revised: 11/15/2023] [Accepted: 11/23/2023] [Indexed: 02/06/2024]
Abstract
The Global Burden of Disease assessment estimates that 20% of global type 2 diabetes cases are related to chronic exposure to particulate matter (PM) with a diameter of 2·5 μm or less (PM2·5). With 99% of the global population residing in areas where air pollution levels are above current WHO air quality guidelines, and increasing concern in regard to the common drivers of air pollution and climate change, there is a compelling need to understand the connection between air pollution and cardiometabolic disease, and pathways to address this preventable risk factor. This Review provides an up to date summary of the epidemiological evidence and mechanistic underpinnings linking air pollution with cardiometabolic risk. We also outline approaches to improve awareness, and discuss personal-level, community, governmental, and policy interventions to help mitigate the growing global public health risk of air pollution exposure.
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Affiliation(s)
- Sanjay Rajagopalan
- University Hospitals, Case Western Reserve University School of Medicine, Cleveland, OH, USA.
| | - Robert D Brook
- Division of Cardiovascular Diseases, Department of Internal Medicine, Wayne State University, Detroit, MI, USA
| | - Pedro R V O Salerno
- University Hospitals, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | | | - Philip Landrigan
- Program for Global Public Health and the Common Good, Boston College, Boston, MA, USA; Centre Scientifique de Monaco, Monaco
| | | | - Thomas Munzel
- Department of Cardiology, University Medical Center of the Johannes Gutenberg University, Mainz, Germany; German Center of Cardiovascular Research, Partner-Site Rhine-Main, Germany
| | - Salil V Deo
- Louis Stokes Cleveland VA Medical Center, Case Western Reserve School of Medicine, Cleveland, OH, USA
| | - Sadeer Al-Kindi
- DeBakey Heart and Vascular Center, Houston Methodist, Houston, TX, USA
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20
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Kraus NT, Connor S, Shoda K, Moore SE, Irani E. Historic redlining and health outcomes: A systematic review. Public Health Nurs 2024; 41:287-296. [PMID: 38148621 DOI: 10.1111/phn.13276] [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: 05/31/2023] [Revised: 11/06/2023] [Accepted: 12/06/2023] [Indexed: 12/28/2023]
Abstract
OBJECTIVE The purpose of this systematic review was to synthesize the existing literature on the associations between historic redlining and modern-day health outcomes across the lifespan. METHOD This review searched PubMed and CINAHL for peer-reviewed, data-based articles examining the relationship between historic redlining and any health outcome. Articles were appraised using the JBI critical appraisal checklist. The results were synthesized using a narrative summary approach. RESULTS Thirty-six articles were included and focused on various health outcomes, including cardiovascular outcomes, breast cancer incidence and mortality, firearm injury or death, birth-related outcomes, and asthma outcomes. Most of the included articles (n = 31; 86%) found significant associations between historic redlining and adverse health outcomes such as increased cardiovascular disease, higher rates of preterm births, increased cancer incidence, reduced survival time after breast cancer diagnosis, and increased firearm injury incidence. DISCUSSION This review demonstrates the persistent effect of historic redlining on individuals' health. Public health nurses should recognize redlining as a form of structural racism when caring for affected communities and should advocate for policies and programs that advance health equity. Nurse researchers should develop and test multilevel interventions to address systemic racism and improve health outcomes in communities affected by redlining.
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Affiliation(s)
- Noa T Kraus
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio, USA
| | - Sarah Connor
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio, USA
| | - Krista Shoda
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio, USA
| | - Scott Emory Moore
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio, USA
| | - Elliane Irani
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio, USA
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Milam AJ, Ogunniyi MO, Faloye AO, Castellanos LR, Verdiner RE, Stewart JW, Chukumerije M, Okoh AK, Bradley S, Roswell RO, Douglass PL, Oyetunji SO, Iribarne A, Furr-Holden D, Ramakrishna H, Hayes SN. Racial and Ethnic Disparities in Perioperative Health Care Among Patients Undergoing Cardiac Surgery: JACC State-of-the-Art Review. J Am Coll Cardiol 2024; 83:530-545. [PMID: 38267114 DOI: 10.1016/j.jacc.2023.11.015] [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: 08/15/2023] [Accepted: 11/08/2023] [Indexed: 01/26/2024]
Abstract
There has been little progress in reducing health care disparities since the 2003 landmark Institute of Medicine's report Unequal Treatment. Despite the higher burden of cardiovascular disease in underrepresented racial and ethnic groups, they have less access to cardiologists and cardiothoracic surgeons, and have higher rates of morbidity and mortality with cardiac surgical interventions. This review summarizes existing literature and highlights disparities in cardiovascular perioperative health care. We propose actionable solutions utilizing multidisciplinary perspectives from cardiology, cardiac surgery, cardiothoracic anesthesiology, critical care, medical ethics, and health disparity experts. Applying a health equity lens to multipronged interventions is necessary to eliminate the disparities in perioperative health care among patients undergoing cardiac surgery.
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Affiliation(s)
- Adam J Milam
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Phoenix, Arizona, USA.
| | - Modele O Ogunniyi
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA; Grady Health System, Atlanta, Georgia, USA
| | - Abimbola O Faloye
- Department of Anesthesiology, Emory University, Atlanta, Georgia, USA. https://twitter.com/bfaloyeMD
| | - Luis R Castellanos
- Division of Cardiovascular Medicine, Department of Medicine, University of California-San Diego, La Jolla, California, USA. https://twitter.com/lrcastel
| | - Ricardo E Verdiner
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Phoenix, Arizona, USA. https://twitter.com/VerdinerMD
| | - James W Stewart
- Yale School of Medicine, Department of Surgery, New Haven, Connecticut, USA. https://twitter.com/stewartwjames
| | - Merije Chukumerije
- Department of Cardiovascular Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA. https://twitter.com/DrMerije
| | - Alexis K Okoh
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA. https://twitter.com/OkohMD
| | - Steven Bradley
- Department of Anesthesia and Critical Care, Moffitt Cancer Center, Tampa, Florida, USA. https://twitter.com/stevenbradleyMD
| | - Robert O Roswell
- Department of Cardiology, Zucker School of Medicine at Hofstra/Northwell Health, New York, New York, USA. https://twitter.com/DrRobRoswell
| | - Paul L Douglass
- Center for Cardiovascular Care, Wellstar Atlanta Medical Center, Atlanta, Georgia, USA
| | - Shakirat O Oyetunji
- Division of Cardiothoracic Surgery, University of Washington, Seattle, Washington, USA. https://twitter.com/LaraOyetunji
| | - Alexander Iribarne
- Department of Cardiothoracic Surgery, Staten Island University Hospital, Northwell Health, Staten Island, New York, USA
| | - Debra Furr-Holden
- Department of Epidemiology, School of Global Public Health, New York University, New York, New York, USA. https://twitter.com/DrDebFurrHolden
| | - Harish Ramakrishna
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Sharonne N Hayes
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota, USA. https://twitter.com/SharonneHayes
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22
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Lopez KN, Allen KY, Baker-Smith CM, Bravo-Jaimes K, Burns J, Cherestal B, Deen JF, Hills BK, Huang JH, Lizano Santamaria RW, Lodeiro CA, Melo V, Moreno JS, Nuñez Gallegos F, Onugha H, Pastor TA, Wallace MC, Ansah DA. Health Equity and Policy Considerations for Pediatric and Adult Congenital Heart Disease Care among Minoritized Populations in the United States. J Cardiovasc Dev Dis 2024; 11:36. [PMID: 38392250 PMCID: PMC10888593 DOI: 10.3390/jcdd11020036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 01/16/2024] [Accepted: 01/19/2024] [Indexed: 02/24/2024] Open
Abstract
Achieving health equity in populations with congenital heart disease (CHD) requires recognizing existing disparities throughout the lifespan that negatively and disproportionately impact specific groups of individuals. These disparities occur at individual, institutional, or system levels and often result in increased morbidity and mortality for marginalized or racially minoritized populations (population subgroups (e.g., ethnic, racial, social, religious) with differential power compared to those deemed to hold the majority power in the population). Creating actionable strategies and solutions to address these health disparities in patients with CHD requires critically examining multilevel factors and health policies that continue to drive health inequities, including varying social determinants of health (SDOH), systemic inequities, and structural racism. In this comprehensive review article, we focus on health equity solutions and health policy considerations for minoritized and marginalized populations with CHD throughout their lifespan in the United States. We review unique challenges that these populations may face and strategies for mitigating disparities in lifelong CHD care. We assess ways to deliver culturally competent CHD care and to help lower-health-literacy populations navigate CHD care. Finally, we review system-level health policies that impact reimbursement and research funding, as well as institutional policies that impact leadership diversity and representation in the workforce.
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Affiliation(s)
- Keila N. Lopez
- Texas Children’s Hospital, Department of Pediatrics, Division of Pediatric Cardiology, Baylor College of Medicine, Houston, TX 77030, USA; (J.B.); (C.A.L.); (J.S.M.); (D.A.A.)
| | - Kiona Y. Allen
- Ann & Robert H. Lurie Children’s Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA;
| | - Carissa M. Baker-Smith
- Center for Cardiovascular Research and Innovation, Nemours Cardiac Center, Nemours Children’s Health, Wilmington, DE 19803, USA;
| | - Katia Bravo-Jaimes
- Department of Cardiovascular Medicine, Mayo Clinic Florida, Jacksonville, FL 32224, USA;
| | - Joseph Burns
- Texas Children’s Hospital, Department of Pediatrics, Division of Pediatric Cardiology, Baylor College of Medicine, Houston, TX 77030, USA; (J.B.); (C.A.L.); (J.S.M.); (D.A.A.)
| | - Bianca Cherestal
- Ward Family Heart Center, Children’s Mercy Kansas City, Kansas City, MO 64108, USA;
| | - Jason F. Deen
- Department of Pediatrics and Medicine, University of Washington, Seattle, WA 98105, USA;
| | - Brittany K. Hills
- Division of Pediatric Cardiology, UT Southwestern, Children’s Health, Dallas, TX 75390, USA;
| | - Jennifer H. Huang
- Doernbecher Children’s Hospital, Oregon Health and Science University, Portland, OR 97239, USA;
| | | | - Carlos A. Lodeiro
- Texas Children’s Hospital, Department of Pediatrics, Division of Pediatric Cardiology, Baylor College of Medicine, Houston, TX 77030, USA; (J.B.); (C.A.L.); (J.S.M.); (D.A.A.)
| | - Valentina Melo
- Texas Children’s Hospital, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA; (V.M.); (H.O.)
| | - Jasmine S. Moreno
- Texas Children’s Hospital, Department of Pediatrics, Division of Pediatric Cardiology, Baylor College of Medicine, Houston, TX 77030, USA; (J.B.); (C.A.L.); (J.S.M.); (D.A.A.)
| | - Flora Nuñez Gallegos
- Department of Pediatrics, University of California San Francisco Benioff Children’s Hospital, San Francisco, CA 94158, USA;
| | - Harris Onugha
- Texas Children’s Hospital, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA; (V.M.); (H.O.)
| | - Tony A. Pastor
- Division of Pediatric Cardiology, Yale School of Medicine, Yale New Haven Hospital, New Haven, CT 06510, USA;
| | - Michelle C. Wallace
- Department of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, GA 30322, USA;
| | - Deidra A. Ansah
- Texas Children’s Hospital, Department of Pediatrics, Division of Pediatric Cardiology, Baylor College of Medicine, Houston, TX 77030, USA; (J.B.); (C.A.L.); (J.S.M.); (D.A.A.)
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23
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Blatt LR, Sadler RC, Jones EJ, Miller P, Hunter-Rue DS, Votruba-Drzal E. Historical Structural Racism in the Built Environment and Contemporary Children's Opportunities. Pediatrics 2024; 153:e2023063230. [PMID: 38192230 DOI: 10.1542/peds.2023-063230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/13/2023] [Indexed: 01/10/2024] Open
Abstract
BACKGROUND AND OBJECTIVES There are well-documented links between structural racism and inequities in children's opportunities. Yet, when it comes to understanding the role of the built environment, a disproportionate focus on redlining obscures other historical policies and practices such as blockbusting, freeway displacement, and urban renewal that may impact contemporary child development. We hypothesized that historical structural racism in Allegheny County, Pennsylvania's, built environment would be associated with fewer contemporary educational, socioeconomic, and health opportunities. We also hypothesized that these measures would explain more collective variance in children's opportunities than redlining alone. METHODS We used geospatial data from the US Census, Mapping Inequality Project, and other archival sources to construct historical measures of redlining, blockbusting, freeway displacement, and urban renewal in ArcGIS at the census tract level. These were linked with data from the Child Opportunity Index 2.0 to measure children's opportunities across domains of education, socioeconomic status, and health. We ran spatial regression analyses in Stata 18.0 to examine individual and collective associations between structural racism and children's opportunities. RESULTS Historical redlining, blockbusting, and urban renewal were largely associated with fewer contemporary educational, socioeconomic, and health opportunities, and explained up to 47.4% of the variance in children's opportunities. The measures collectively explained more variance in children's opportunities than redlining alone. CONCLUSIONS In support of our hypotheses, novel measures of structural racism were related to present-day differences in children's opportunities. Findings lay the groundwork for future research focused on repairing longstanding harm perpetuated by structural racism.
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24
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Kershaw KN, Magnani JW, Diez Roux AV, Camacho-Rivera M, Jackson EA, Johnson AE, Magwood GS, Morgenstern LB, Salinas JJ, Sims M, Mujahid MS. Neighborhoods and Cardiovascular Health: A Scientific Statement From the American Heart Association. Circ Cardiovasc Qual Outcomes 2024; 17:e000124. [PMID: 38073532 DOI: 10.1161/hcq.0000000000000124] [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] [Indexed: 01/17/2024]
Abstract
The neighborhoods where individuals reside shape environmental exposures, access to resources, and opportunities. The inequitable distribution of resources and opportunities across neighborhoods perpetuates and exacerbates cardiovascular health inequities. Thus, interventions that address the neighborhood environment could reduce the inequitable burden of cardiovascular disease in disenfranchised populations. The objective of this scientific statement is to provide a roadmap illustrating how current knowledge regarding the effects of neighborhoods on cardiovascular disease can be used to develop and implement effective interventions to improve cardiovascular health at the population, health system, community, and individual levels. PubMed/Medline, CINAHL, Cochrane Library reviews, and ClinicalTrials.gov were used to identify observational studies and interventions examining or targeting neighborhood conditions in relation to cardiovascular health. The scientific statement summarizes how neighborhoods have been incorporated into the actions of health care systems, interventions in community settings, and policies and interventions that involve modifying the neighborhood environment. This scientific statement presents promising findings that can be expanded and implemented more broadly and identifies methodological challenges in designing studies to evaluate important neighborhood-related policies and interventions. Last, this scientific statement offers recommendations for areas that merit further research to promote a deeper understanding of the contributions of neighborhoods to cardiovascular health and health inequities and to stimulate the development of more effective interventions.
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25
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Madela SLM, Harriman NW, Sewpaul R, Mbewu AD, Williams DR, Sifunda S, Manyaapelo T, Nyembezi A, Reddy SP. Area-level deprivation and individual-level socioeconomic correlates of the diabetes care cascade among black south africans in uMgungundlovu, KwaZulu-Natal, South Africa. PLoS One 2023; 18:e0293250. [PMID: 38079422 PMCID: PMC10712896 DOI: 10.1371/journal.pone.0293250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 10/09/2023] [Indexed: 12/18/2023] Open
Abstract
South Africa is experiencing a rapidly growing diabetes epidemic that threatens its healthcare system. Research on the determinants of diabetes in South Africa receives considerable attention due to the lifestyle changes accompanying South Africa's rapid urbanization since the fall of Apartheid. However, few studies have investigated how segments of the Black South African population, who continue to endure Apartheid's institutional discriminatory legacy, experience this transition. This paper explores the association between individual and area-level socioeconomic status and diabetes prevalence, awareness, treatment, and control within a sample of Black South Africans aged 45 years or older in three municipalities in KwaZulu-Natal. Cross-sectional data were collected on 3,685 participants from February 2017 to February 2018. Individual-level socioeconomic status was assessed with employment status and educational attainment. Area-level deprivation was measured using the most recent South African Multidimensional Poverty Index scores. Covariates included age, sex, BMI, and hypertension diagnosis. The prevalence of diabetes was 23% (n = 830). Of those, 769 were aware of their diagnosis, 629 were receiving treatment, and 404 had their diabetes controlled. Compared to those with no formal education, Black South Africans with some high school education had increased diabetes prevalence, and those who had completed high school had lower prevalence of treatment receipt. Employment status was negatively associated with diabetes prevalence. Black South Africans living in more deprived wards had lower diabetes prevalence, and those residing in wards that became more deprived from 2001 to 2011 had a higher prevalence diabetes, as well as diabetic control. Results from this study can assist policymakers and practitioners in identifying modifiable risk factors for diabetes among Black South Africans to intervene on. Potential community-based interventions include those focused on patient empowerment and linkages to care. Such interventions should act in concert with policy changes, such as expanding the existing sugar-sweetened beverage tax.
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Affiliation(s)
| | - Nigel Walsh Harriman
- Social and Behavioral Sciences Department, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
| | - Ronel Sewpaul
- Human and Social Capabilities Division, Human Sciences Research Council, Cape Town, South Africa
| | - Anthony David Mbewu
- Department of Internal Medicine, Sefako Makgatho Health Sciences University, Ga-Rankuwa, South Africa
| | - David R Williams
- Social and Behavioral Sciences Department, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
- Department of African and American Studies, Harvard University, Cambridge, Massachusetts, United States of America
| | - Sibusiso Sifunda
- Human and Social Capabilities Division, Human Sciences Research Council, Cape Town, South Africa
| | | | - Anam Nyembezi
- School of Public Health, University of the Western Cape, Cape Town, South Africa
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26
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Joseph JJ. Advancing Equity in Diabetes Prevention, Treatment, and Outcomes: Delivering on Our Values. Endocrinol Metab Clin North Am 2023; 52:559-572. [PMID: 37865473 DOI: 10.1016/j.ecl.2023.05.001] [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] [Indexed: 10/23/2023]
Abstract
Diabetes inequities exist from diabetes prevention to outcomes and are rooted in the social drivers (determinants) of health. Historical policies such as "redlining" have adversely affected diabetes prevalence, control, and outcomes for decades. Advancing diabetes equity requires multimodal approaches, addressing both individual-level diabetes education, self-management, and treatment along with addressing social needs, and working to improve upstream drivers of health. All individuals affected by diabetes must advocate for policies to advance diabetes equity at the organizational, local, state, and federal levels. Centering diabetes efforts and interventions on equity will improve diabetes treatment and care for all.
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Affiliation(s)
- Joshua J Joseph
- Division of Endocrinology, Diabetes and Metabolism, The Ohio State University College of Medicine, Suite 5000E, 700 Ackerman Road, Columbus, OH 43202, USA.
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27
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Allouch F, Mills KT, Laurent J, Alvarado F, Gustat J, He H, He J, Ferdinand KC. Perceived Religious Influence on Health Is Associated with Beneficial Health Behaviors in Members of Predominantly Black Churches. Ethn Dis 2023; DECIPHeR:81-88. [PMID: 38846731 PMCID: PMC11099522 DOI: 10.18865/ed.decipher.81] [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] [Indexed: 06/09/2024] Open
Abstract
Background Cardiovascular disease is the leading cause of death in the United States, and Black populations are disproportionately affected. Black populations also have high rates of religiosity, which may be an important health motivator, but mechanisms are unclear. Objective We examined the relationship between perceived religious influence on health and cardiovascular health behaviors, risk factors, and confidence participating in medical care in Black church congregants. Methods We surveyed 302 members of 13 churches with predominantly Black congregations in New Orleans, Louisiana. Participants reported if religious beliefs had an influence on their health and if they avoided harmful behaviors because of religion. Fruit and vegetable intake, physical activity, smoking status, confidence asking questions to health care providers, understanding treatment plans and self-reported hypertension, hypercholesterolemia, and diabetes were assessed. Logistic regression was used adjusting for age, sex, and education. Results Survey respondents were 77% female with a median age of 66 years, and 72%, 56%, and 37% reported hypertension, hypercholesterolemia, and diabetes, respectively. Perceived religious influence on health was positively associated with fruit and vegetable intake, physical activity, and confidence asking questions to health care providers. Avoiding harmful behaviors because of religion was positively associated with physical activity. There was no association between perceived religious influence on health and smoking, hypertension, hypercholesterolemia, or diabetes. Conclusion Perceived religious influence on health was associated with beneficial cardiovascular health behaviors and confidence participating in medical care. These findings can inform the design and delivery of interventions to reduce cardiovascular disease among Black religious communities.
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Affiliation(s)
- Farah Allouch
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA
| | - Katherine T. Mills
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA
- Translational Sciences Institute, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA
| | - Jodie Laurent
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA
| | - Flor Alvarado
- Department of Medicine, School of Medicine, Tulane University, New Orleans, LA
| | - Jeanette Gustat
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA
- Translational Sciences Institute, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA
| | - Hua He
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA
- Translational Sciences Institute, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA
| | - Jiang He
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA
- Translational Sciences Institute, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA
- Department of Medicine, School of Medicine, Tulane University, New Orleans, LA
| | - Keith C. Ferdinand
- Translational Sciences Institute, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA
- Department of Medicine, School of Medicine, Tulane University, New Orleans, LA
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28
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Anderson NW, Eisenberg D, Zimmerman FJ. Structural Racism and Well-Being Among Young People in the U.S. Am J Prev Med 2023; 65:1078-1091. [PMID: 37385571 DOI: 10.1016/j.amepre.2023.06.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 06/23/2023] [Accepted: 06/23/2023] [Indexed: 07/01/2023]
Abstract
INTRODUCTION Structural racism has clear and pernicious effects on population health. However, there is a limited understanding of how structural racism impacts young people's well-being. The objective of this ecologic cross-sectional study was to assess the relationship between structural racism and well-being for 2,009 U.S. counties from 2010 to 2019. METHODS Population-based data on demographics, health, and other variables related to young people's ability to thrive are used to construct a previously validated composite index that serves as a proxy of young people's well-being. The index is regressed on several forms of structural racism (segregation, economic, and educational) both independently and jointly while accounting for county-fixed effects, time trends, and state-specific trends as well as weighting for child population. Data were analyzed from November 2021 through March 2023. RESULTS Higher levels of structural racism are associated with lower well-being. A 1-SD increase in Black-White child poverty disparity is associated with a -0.034 (95% CI= -0.019, -0.050) SD change in index score. When accounting for multiple structural racism measures, associations remain statistically significant. In joint models, only estimates for economic racism measures remain significant when additionally controlling for demographic, socioeconomic, and adult health measures (β= -0.015; 95% CI= -0.001, -0.029). These negative associations are heavily concentrated in counties where Black and Latinx children are overrepresented. CONCLUSIONS Structural racism-particularly of the kind that produces racialized poverty outcomes-has a meaningful adverse association with child and adolescent well-being, which may produce lifelong effects. Studies of structural racism among adults should consider a lifecourse perspective.
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Affiliation(s)
- Nathaniel W Anderson
- Department of Health Policy and Management, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California.
| | - Daniel Eisenberg
- Department of Health Policy and Management, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California
| | - Frederick J Zimmerman
- Department of Health Policy and Management, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California; Department of Urban Planning, Luskin School of Public Affairs, University of California, Los Angeles, Los Angeles, California
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29
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Kjelstrom S, Hass RW, McIntire RK. Association Between Lack of Access to a Neighborhood Park and High Blood Pressure in the Philadelphia Metropolitan Area. Prev Chronic Dis 2023; 20:E97. [PMID: 37917613 PMCID: PMC10625437 DOI: 10.5888/pcd20.230098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2023] Open
Abstract
INTRODUCTION Studies have shown a lower risk of high blood pressure (HBP) among people who live near parks; however, little information exists on how feeling safe and comfortable visiting the park affects blood pressure. We identified associations between neighborhood park access, comfort visiting a park, and HBP to understand how these factors may contribute to disparities in HBP prevalence. METHODS The 2018 Southeastern Pennsylvania Household Health Survey of 3,600 residents in the Philadelphia metropolitan area asked if respondents had ever been told they had HBP and whether they had a neighborhood park or outdoor space that they were comfortable visiting during the day. To assess the association between park access and HBP, we built multilevel logistic models to account for variation in HBP by zip code. We examined the effect modification of perceptions of park access (having a neighborhood park, not having a neighborhood park, or having a neighborhood park but not comfortable visiting it) and HBP by race, education, and poverty status. RESULTS Both not having a neighborhood park and having a park but not feeling comfortable visiting it were associated with higher unadjusted odds of HBP, 70% and 90%, respectively, compared with having a neighborhood park. Adjusted odds ratios for the lack-of-park responses remained significant (no neighborhood park, adjusted odds ratio [aOR] = 1.4; 95% CI, 1.1-1.7; neighborhood park but not comfortable visiting, aOR = 1.4; 95% CI, 1.03-2.0). A significant gradient was observed for Black respondents compared with White respondents with odds of HBP increasing by perceptions of park access (aOR = 1.95 for people with a park; aOR = 2.69 for those with no park; aOR = 3.5 for people with a park that they are not comfortable visiting). CONCLUSION Even accounting for other risk factors for HBP, not having a neighborhood park or not feeling comfortable visiting one may influence individual HBP. Neighborhood factors that deter park access may contribute to racial disparities in HBP.
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Affiliation(s)
- Stephanie Kjelstrom
- Thomas Jefferson University, College of Population Health, Philadelphia, Pennsylvania
- Main Line Health Center for Population Health Research, Wynnewood, Pennsylvania
- 901 Walnut St, Philadelphia, PA 19107
| | - Richard W Hass
- Thomas Jefferson University, College of Population Health, Philadelphia, Pennsylvania
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30
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Deo SV, Al-Kindi S, Motairek I, Elgudin YE, Gorodeski E, Nasir K, Rajagopalan S, Petrie MC, Sattar N. Neighbourhood-level social deprivation and the risk of recurrent heart failure hospitalizations in type 2 diabetes. Diabetes Obes Metab 2023; 25:2846-2852. [PMID: 37311730 PMCID: PMC10528514 DOI: 10.1111/dom.15174] [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: 05/04/2023] [Revised: 05/26/2023] [Accepted: 05/27/2023] [Indexed: 06/15/2023]
Abstract
BACKGROUND The importance of type 2 diabetes mellitus (T2D) in heart failure hospitalizations (HFH) is acknowledged. As information on the prevalence and influence of social deprivation on HFH is limited, we studied this issue in a racially diverse cohort. METHODS Linking data from US Veterans with stable T2D (without prevalent HF) with a zip-code derived population-level social deprivation index (SDI), we grouped them according to increasing SDI as follows: SDI: group I: ≤20; II: 21-40; III: 41-60; IV: 61-80; and V (most deprived) 81-100. Over a 10-year follow-up period, we identified the total (first and recurrent) number of HFH episodes for each patient and calculated the age-adjusted HFH rate [per 1000 patient-years (PY)]. We analysed the incident rate ratio between SDI groups and HFH using adjusted analyses. RESULTS In 1 012 351 patients with T2D (mean age 67.5 years, 75.7% White), the cumulative incidence of first HFH was 9.4% and 14.2% in SDI groups I and V respectively. The 10-year total HFH rate was 54.8 (95% CI: 54.5, 55.2)/1000 PY. Total HFH increased incrementally from SDI group I [43.3 (95% CI: 42.4, 44.2)/1000 PY] to group V [68.6 (95% CI: 67.8, 69.9)/1000 PY]. Compared with group I, group V patients had a 53% higher relative risk of HFH. The negative association between SDI and HFH was stronger in Black patients (SDI × Race pinteraction < .001). CONCLUSIONS Social deprivation is associated with increased HFH in T2D with a disproportionate influence in Black patients. Strategies to reduce social disparity and equalize racial differences may help to bridge this gap.
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Affiliation(s)
- Salil V. Deo
- Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio, USA
- School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
- School of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - Sadeer Al-Kindi
- School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
- Harrington Heart and Vascular Institute, University Hospitals, Cleveland, Ohio, USA
| | - Issam Motairek
- Harrington Heart and Vascular Institute, University Hospitals, Cleveland, Ohio, USA
| | - Yakov E. Elgudin
- Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio, USA
- School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
- Harrington Heart and Vascular Institute, University Hospitals, Cleveland, Ohio, USA
| | - Eiran Gorodeski
- School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
- Harrington Heart and Vascular Institute, University Hospitals, Cleveland, Ohio, USA
| | | | - Sanjay Rajagopalan
- School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
- Harrington Heart and Vascular Institute, University Hospitals, Cleveland, Ohio, USA
| | - Mark C. Petrie
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK
- Robertson Center for Biostatistics, University of Glasgow, Glasgow, UK
| | - Naveed Sattar
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK
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31
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Ward-Caviness CK, Cascio WE. A Narrative Review on the Impact of Air Pollution on Heart Failure Risk and Exacerbation. Can J Cardiol 2023; 39:1244-1252. [PMID: 37406802 DOI: 10.1016/j.cjca.2023.06.423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 06/05/2023] [Accepted: 06/21/2023] [Indexed: 07/07/2023] Open
Abstract
Air pollution is a risk factor for many cardiovascular diseases, including heart failure (HF). Although the links between air pollution and HF have been explored, the results are scattered and difficult to piece together into a cohesive story. Therefore, we undertook a narrative review of all aspects of the relationship between HF and air pollution exposure, including risks of developing HF when exposed to air pollution, the exacerbation of HF symptoms by air pollution exposure, and the increased susceptibility that individuals with HF have for air pollution-related health risks. We also examined the literature on environmental justice as well as air pollution interventions for HF. We found substantial evidence linking air pollution exposure to HF incidence. There were a limited number of studies that examined air pollution exposure in clearly defined populations with HF to explore exacerbation of HF or the susceptibility of individuals with HF to air pollution health risks. However, there is substantial evidence that HF-related hospitalisations are increased under air pollution exposure and that the air pollution associated increase in HF-related hospitalisations is greater than hospitalisations for other chronic diseases, supporting links between air pollution and both exacerbation of HF and susceptibility of individuals with HF. There is emerging evidence for interventions that can decrease air pollution health risks for individuals with HF, and more studies are needed, particularly randomised controlled trials. Thus, although the air pollution-related health risks for HF incidence and hospitalisations are clear, further studies specifically targeted at identified data gaps will greatly improve our knowledge of the susceptibility of individuals with HF and interventions to reduce risks.
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Affiliation(s)
- Cavin K Ward-Caviness
- Center for Public Health and Environmental Assessment, US Environmental Protection Agency, Chapel Hill, North Carolina, USA.
| | - Wayne E Cascio
- Center for Public Health and Environmental Assessment, US Environmental Protection Agency, Chapel Hill, North Carolina, USA
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Motairek I, Makhlouf MHE, Rajagopalan S, Al-Kindi S. The Exposome and Cardiovascular Health. Can J Cardiol 2023; 39:1191-1203. [PMID: 37290538 PMCID: PMC10526979 DOI: 10.1016/j.cjca.2023.05.020] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 05/16/2023] [Accepted: 05/31/2023] [Indexed: 06/10/2023] Open
Abstract
The study of the interplay between social factors, environmental hazards, and health has garnered much attention in recent years. The term "exposome" was coined to describe the total impact of environmental exposures on an individual's health and well-being, serving as a complementary concept to the genome. Studies have shown a strong correlation between the exposome and cardiovascular health, with various components of the exposome having been implicated in the development and progression of cardiovascular disease. These components include the natural and built environment, air pollution, diet, physical activity, and psychosocial stress, among others. This review provides an overview of the relationship between the exposome and cardiovascular health, highlighting the epidemiologic and mechanistic evidence of environmental exposures on cardiovascular disease. The interplay between various environmental components is discussed, and potential avenues for mitigation are identified.
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Affiliation(s)
- Issam Motairek
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center and Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Mohamed H E Makhlouf
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center and Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Sanjay Rajagopalan
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center and Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Sadeer Al-Kindi
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center and Case Western Reserve University School of Medicine, Cleveland, Ohio, USA.
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Linde S, Egede LE. Community Social Capital and Population Health Outcomes. JAMA Netw Open 2023; 6:e2331087. [PMID: 37624595 PMCID: PMC10457711 DOI: 10.1001/jamanetworkopen.2023.31087] [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: 03/16/2023] [Accepted: 07/20/2023] [Indexed: 08/26/2023] Open
Abstract
Importance While the association between economic connectedness and social mobility has now been documented, the potential linkage between community-level economic connectedness and population health outcomes remains unknown. Objective To examine the association between community social capital measures (defined as economic connectedness, social cohesion, and civic engagement) and population health outcomes (defined across prevalence of diabetes, hypertension, high cholesterol, kidney disease, and obesity). Design, Setting, and Participants This cross-sectional study included communities defined at the zip code tabulation area (ZCTA) level in all 50 US states. Data were collected from January 2021 to December 2022. Main Outcomes and Measures Multivariable regression analyses were used to examine the association between population health outcomes and social capital. Adjusted analyses controlled for area demographic variables and county fixed effects. Heterogeneities within the associations based on the racial and ethnic makeup of communities were also examined. Results In this cross-sectional study of 17 800 ZCTAs, across 50 US states, mean (SD) economic connectedness was 0.88 (0.32), indicating friendship sorting on income; the mean (SD) support ratio was 0.90 (0.10), indicating that 90% of ties were supported by a common friendship tie; and the mean (SD) volunteering rate was 0.08 (0.03), indicating that 8% of individuals within a given community were members of volunteering associations. Mean (SD) ZCTA diabetes prevalence was 10.8% (2.9); mean (SD) high blood pressure prevalence was 33.2% (6.2); mean (SD) high cholesterol prevalence was 32.7% (4.2), mean (SD) kidney disease prevalence was 3.0% (0.7), and mean (SD) obesity prevalence was 33.4% (5.6). Regression analyses found that a 1% increase in community economic connectedness was associated with significant decreases in prevalence of diabetes (-0.63%; 95% CI, -0.67% to -0.60%); hypertension (-0.31%; 95% CI, -0.33% to -0.29%); high cholesterol (-0.14%; 95% CI, -0.15% to -0.12%); kidney disease (-0.48%; 95% CI, -0.50% to -0.46%); and obesity (-0.28%; 95% CI, -0.29% to -0.27%). Second, a 1% increase in the community support ratio was associated with significant increases in prevalence of diabetes (0.21%; 95% CI, 0.16% to 0.26%); high blood pressure (0.16%; 95% CI, 0.13% to 0.19%); high cholesterol (0.16%; 95% CI, 0.13% to 0.19%); kidney disease (0.17%; 95% CI, 0.13% to 0.20%); and obesity (0.08%; 95% CI, 0.06% to 0.10%). Third, a 1% increase in the community volunteering rate was associated with significant increases in prevalence of high blood pressure (0.02%; 95% CI, 0.01% to 0.02%); high cholesterol (0.03%; 95% CI, 0.02% to 0.03%); and kidney disease (0.02%; 95% CI, 0.01% to 0.02%). Additional analyses found that the strength of these associations varied based on the majority racial and ethnic population composition of communities. Conclusions and Relevance In this study, higher economic connectedness was significantly associated with better population health outcomes; however, higher community support ratios and volunteering rates were both significantly associated with worse population health. Associations also differed by majority racial and ethnic composition of communities.
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Affiliation(s)
- Sebastian Linde
- Medical College of Wisconsin, Department of Medicine, Division of General Internal Medicine, Milwaukee
- Center for Advancing Population Sciences, Medical College of Wisconsin, Milwaukee
| | - Leonard E. Egede
- Medical College of Wisconsin, Department of Medicine, Division of General Internal Medicine, Milwaukee
- Center for Advancing Population Sciences, Medical College of Wisconsin, Milwaukee
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Becerril A, Pfoh ER, Hashmi AZ, Mourany L, Gunzler DD, Berg KA, Krieger NI, Krishnan K, Moore SE, Kahana E, Dawson NV, Luezas Shamakian L, Campbell JW, Perzynski AT, Dalton JE. Racial, ethnic and neighborhood socioeconomic differences in incidence of dementia: A regional retrospective cohort study. J Am Geriatr Soc 2023; 71:2406-2418. [PMID: 36928611 DOI: 10.1111/jgs.18322] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 02/15/2023] [Accepted: 02/17/2023] [Indexed: 03/18/2023]
Abstract
BACKGROUND Evidence on the effects of neighborhood socioeconomic disadvantage on dementia risk in racially and ethically diverse populations is limited. Our objective was to evaluate the relative extent to which neighborhood disadvantage accounts for racial/ethnic variation in dementia incidence rates. Secondarily, we evaluated the spatial relationship between neighborhood disadvantage and dementia risk. METHODS In this retrospective study using electronic health records (EHR) at two regional health systems in Northeast Ohio, participants included 253,421 patients aged >60 years who had an outpatient primary care visit between January 1, 2005 and December 31, 2015. The date of the first qualifying visit served as the study baseline. Cumulative incidence of composite dementia outcome, defined as EHR-documented dementia diagnosis or dementia-related death, stratified by neighborhood socioeconomic deprivation (as measured by Area Deprivation Index) was determined by competing-risk regression analysis, with non-dementia-related death as the competing risk. Fine-Gray sub-distribution hazard ratios were determined for neighborhood socioeconomic deprivation, race/ethnicity, and clinical risk factors. The degree to which neighborhood socioeconomic position accounted for racial/ethnic disparities in the incidence of composite dementia outcome was evaluated via mediation analysis with Poisson rate models. RESULTS Increasing neighborhood disadvantage was associated with increased risk of EHR-documented dementia diagnosis or dementia-related death (most vs. least disadvantaged ADI quintile HR = 1.76, 95% confidence interval = 1.69-1.84) after adjusting for age and sex. The effect of neighborhood disadvantage on this composite dementia outcome remained after accounting for known medical risk factors of dementia. Mediation analysis indicated that neighborhood disadvantage accounted for 34% and 29% of the elevated risk for composite dementia outcome in Hispanic and Black patients compared to White patients, respectively. CONCLUSION Neighborhood disadvantage is related to the risk of EHR-documented dementia diagnosis or dementia-related death and accounts for a portion of racial/ethnic differences in dementia burden, even after adjustment for clinically important confounders.
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Affiliation(s)
- Alissa Becerril
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - Elizabeth R Pfoh
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
- Center for Value-Based Care Research, Cleveland Clinic, Cleveland, Ohio, USA
| | - Ardeshir Z Hashmi
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
- Center for Geriatric Medicine, Cleveland Clinic, Cleveland, Ohio, USA
| | - Lyla Mourany
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - Douglas D Gunzler
- Center for Healthcare Research and Policy, Case Western Reserve University at MetroHealth, Cleveland, Ohio, USA
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
| | - Kristen A Berg
- Center for Healthcare Research and Policy, Case Western Reserve University at MetroHealth, Cleveland, Ohio, USA
| | - Nikolas I Krieger
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, USA
| | - Kamini Krishnan
- Lou Ruvo Center for Brain Health, Cleveland Clinic, Cleveland, Ohio, USA
| | - Scott Emory Moore
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio, USA
| | - Eva Kahana
- Sociology Department, Case Western Reserve University, Cleveland, Ohio, USA
| | - Neal V Dawson
- Center for Healthcare Research and Policy, Case Western Reserve University at MetroHealth, Cleveland, Ohio, USA
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
| | | | | | - Adam T Perzynski
- Center for Healthcare Research and Policy, Case Western Reserve University at MetroHealth, Cleveland, Ohio, USA
| | - Jarrod E Dalton
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio, USA
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Al-Kindi S, Motairek I, Kreatsoulas C, Wright JT, Dobre M, Rahman M, Rajagopalan S. Historical Neighborhood Redlining and Cardiovascular Risk in Patients With Chronic Kidney Disease. Circulation 2023; 148:280-282. [PMID: 37459405 PMCID: PMC10361625 DOI: 10.1161/circulationaha.123.064215] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/20/2023]
Affiliation(s)
- Sadeer Al-Kindi
- Harrington Heart and Vascular Institute; University Hospitals, Cleveland, OH
| | - Issam Motairek
- Harrington Heart and Vascular Institute; University Hospitals, Cleveland, OH
| | | | - Jackson T Wright
- Division of Nephrology and Hypertension, University Hospitals Cleveland Medical Center, Cleveland, OH
| | - Mirela Dobre
- Division of Nephrology and Hypertension, University Hospitals Cleveland Medical Center, Cleveland, OH
| | - Mahboob Rahman
- Division of Nephrology and Hypertension, University Hospitals Cleveland Medical Center, Cleveland, OH
| | - Sanjay Rajagopalan
- Harrington Heart and Vascular Institute; University Hospitals, Cleveland, OH
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Deo SV, Motairek I, Nasir K, Mentias A, Elgudin Y, Virani SS, Rajagopalan S, Al-Kindi S. Association Between Historical Neighborhood Redlining and Cardiovascular Outcomes Among US Veterans With Atherosclerotic Cardiovascular Diseases. JAMA Netw Open 2023; 6:e2322727. [PMID: 37432687 PMCID: PMC10336624 DOI: 10.1001/jamanetworkopen.2023.22727] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 05/19/2023] [Indexed: 07/12/2023] Open
Abstract
Importance In the 1930s, the government-sponsored Home Owners' Loan Corporation (HOLC) established maps of US neighborhoods that identified mortgage risk (grade A [green] characterizing lowest-risk neighborhoods in the US through mechanisms that transcend traditional risk factors to grade D [red] characterizing highest risk). This practice led to disinvestments and segregation in neighborhoods considered redlined. Very few studies have targeted whether there is an association between redlining and cardiovascular disease. Objective To evaluate whether redlining is associated with adverse cardiovascular outcomes in US veterans. Design, Setting, and Participants In this longitudinal cohort study, US veterans were followed up (January 1, 2016, to December 31, 2019) for a median of 4 years. Data, including self-reported race and ethnicity, were obtained from Veterans Affairs medical centers across the US on individuals receiving care for established atherosclerotic disease (coronary artery disease, peripheral vascular disease, or stroke). Data analysis was performed in June 2022. Exposure Home Owners' Loan Corporation grade of the census tracts of residence. Main Outcomes and Measures The first occurrence of major adverse cardiovascular events (MACE), comprising myocardial infarction, stroke, major adverse extremity events, and all-cause mortality. The adjusted association between HOLC grade and adverse outcomes was measured using Cox proportional hazards regression. Competing risks were used to model individual nonfatal components of MACE. Results Of 79 997 patients (mean [SD] age, 74.46 [10.16] years, female, 2.9%; White, 55.7%; Black, 37.3%; and Hispanic, 5.4%), a total of 7% of the individuals resided in HOLC grade A neighborhoods, 20% in B neighborhoods, 42% in C neighborhoods, and 31% in D neighborhoods. Compared with grade A neighborhoods, patients residing in HOLC grade D (redlined) neighborhoods were more likely to be Black or Hispanic with a higher prevalence of diabetes, heart failure, and chronic kidney disease. There were no associations between HOLC and MACE in unadjusted models. After adjustment for demographic factors, compared with grade A neighborhoods, those residing in redlined neighborhoods had an increased risk of MACE (hazard ratio [HR], 1.139; 95% CI, 1.083-1.198; P < .001) and all-cause mortality (HR, 1.129; 95% CI, 1.072-1.190; P < .001). Similarly, veterans residing in redlined neighborhoods had a higher risk of myocardial infarction (HR, 1.148; 95% CI, 1.011-1.303; P < .001) but not stroke (HR, 0.889; 95% CI, 0.584-1.353; P = .58). Hazard ratios were smaller, but remained significant, after adjustment for risk factors and social vulnerability. Conclusions and Relevance In this cohort study of US veterans, the findings suggest that those with atherosclerotic cardiovascular disease who reside in historically redlined neighborhoods continue to have a higher prevalence of traditional cardiovascular risk factors and higher cardiovascular risk. Even close to a century after this practice was discontinued, redlining appears to still be adversely associated with adverse cardiovascular events.
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Affiliation(s)
- Salil V. Deo
- Surgical Services, Louis Stokes Veteran Affairs Hospital, Cleveland, Ohio
| | - Issam Motairek
- Harrington Heart and Vascular Institute, University Hospitals, Cleveland, Ohio
| | | | - Amgad Mentias
- Heart and Vascular Institute, Cleveland Clinic, Cleveland, Ohio
| | - Yakov Elgudin
- Surgical Services, Louis Stokes Veteran Affairs Hospital, Cleveland, Ohio
| | - Salim S. Virani
- Michael E. DeBakey Veterans Affairs Medical Center, Section of Cardiovascular Research, Baylor College of Medicine, Houston, Texas
| | - Sanjay Rajagopalan
- Harrington Heart and Vascular Institute, University Hospitals, Cleveland, Ohio
| | - Sadeer Al-Kindi
- Harrington Heart and Vascular Institute, University Hospitals, Cleveland, Ohio
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Ferdinand KC, Charbonnet RM, Laurent J, Villavaso CD. Eliminating hypertension disparities in U.S. non-Hispanic black adults: current and emerging interventions. Curr Opin Cardiol 2023; 38:304-310. [PMID: 37115906 DOI: 10.1097/hco.0000000000001040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/29/2023]
Abstract
PURPOSE OF REVIEW Hypertension in non-Hispanic black (NHB) adults in the United States has an earlier onset, higher prevalence, and increased severity compared with other racial/ethnic populations. Uncontrolled hypertension is responsible for the increased burden of cardiovascular disease (CVD) morbidity and mortality and decreased longevity in NHB adults. Unfortunately, eliminating the persistent hypertension-associated disparities and the white/black mortality gap, worsened by the COVID-19 pandemic, has been challenging. Overcoming the social determinants of health (SDOH), implementing therapeutic lifestyle changes (TLC), and using intensive guideline-directed medical therapy are required. Moreover, novel approaches, including community-based interventions and self-measured blood pressure (SMBP) monitoring, may mitigate U.S. disparities in hypertension. RECENT FINDINGS In this review, we discuss recent data regarding the U.S. NHB adult disparate hypertension control and CVD morbidity and mortality. We note current approaches to address disparities, such as TLC, evidence-based pharmacotherapy, community-based interventions and SMBP. Finally, we explore future research and initiatives to seek hypertension-related health equity. SUMMARY In the final analysis, longstanding, unacceptable hypertension and CVD morbidity and mortality in U.S. NHB adults must be addressed. Appropriate TLC and evidence-based pharmacotherapy benefit all populations, especially NHB adults. Ultimately, novel community-based interventions and SMBP may help overcome the SDOH that cause hypertension disparities.
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Affiliation(s)
- Keith C Ferdinand
- Section of Cardiology, Department of Medicine, Tulane University School of Medicine
| | - Rachel M Charbonnet
- Section of Cardiology, Department of Medicine, Tulane University School of Medicine
| | - Jodie Laurent
- Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana, USA
| | - Chloe D Villavaso
- Section of Cardiology, Department of Medicine, Tulane University School of Medicine
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Lee EK, Donley G, Ciesielski TH, Freedman DA, Cole MB. Spatial availability of federally qualified health centers and disparities in health services utilization in medically underserved areas. Soc Sci Med 2023; 328:116009. [PMID: 37301106 DOI: 10.1016/j.socscimed.2023.116009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 05/11/2023] [Accepted: 06/01/2023] [Indexed: 06/12/2023]
Abstract
Federally qualified health centers (FQHCs) improve access to care for important health services (e.g., preventive care), particularly among marginalized and underserved communities. However, whether spatial availability of FQHCs influences care-seeking behavior for medically underserved residents is unclear. The objective of this study was to examine the relationships of present-day zip-code level availability of FQHCs, historic redlining, and health services utilization (i.e., at FQHCs and any health clinic/facility) in six large states. We further examined these associations by states, FQHC availability (i.e., 1, 2-4 and ≥5 FQHC sites per zip code) and geographic areas (i.e., urbanized vs. rural, redlined vs. non-redlined sections of urban areas). Using Poisson and multivariate regression models, we found that in medically underserved areas, having at least one FQHC site was associated with greater likelihood of patients seeking health services at FQHCs [rate ratio (RR) = 3.27, 95%CI: 2.27-4.70] than areas with no FQHCs available, varying across states (RRs = 1.12 to 6.33). Relationships were stronger in zip codes with ≥5 FQHC sites, small towns, metropolitan areas, and redlined sections of urban areas (HOLC D-grade vs. C-grade: RR = 1.24, 95%CI: 1.21-1.27). However, these relationships did not remain true for routine care visits at any health clinic or facility (β = -0.122; p = 0.008) or with worsening HOLC grades (β = -0.082; p = 0.750), potentially due to the contextual factors associated with FQHC locations. Findings suggest that efforts to expand FQHCs may be most impactful for medically underserved residents living in small towns, metropolitan areas and redlined sections of urban areas. Because FQHCs can provide high quality, culturally competent, cost-effective access to important primary care, behavioral health, and enabling services that uniquely benefit low-income and marginalized patient populations, particularly those who have been historically denied access to health care, improving availability of FQHCs may be an important mechanism for improving health care access and reducing subsequent inequities for these underserved groups.
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Affiliation(s)
- Eun Kyung Lee
- Department of Health Law, Policy and Management, Boston University School of Public Health, Boston, MA, USA.
| | - Gwendolyn Donley
- Institute for Research on Poverty, University of Wisconsin-Madison, Madison, WI, USA.
| | - Timothy H Ciesielski
- Mary Ann Swetland Center for Environmental Health, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Darcy A Freedman
- Mary Ann Swetland Center for Environmental Health, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Megan B Cole
- Department of Health Law, Policy and Management, Boston University School of Public Health, Boston, MA, USA
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Al-Kindi S. Leveraging Geospatial Data Science to Uncover Novel Environmental Predictors of Cardiovascular Disease. JACC. ADVANCES 2023; 2:100371. [PMID: 38938248 PMCID: PMC11198070 DOI: 10.1016/j.jacadv.2023.100371] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/29/2024]
Affiliation(s)
- Sadeer Al-Kindi
- School of Medicine, Case Western Reserve University and the Harrington Heart and Vascular Institute, University Hospitals, Cleveland, Ohio, USA
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Lloyd M, Amos ME, Milfred-Laforest S, Motairek IK, Pascuzzi K, Petermann-Rocha F, Elgudin Y, Nasir K, Freedman D, Al-Kindi S, Pell J, Deo SV. Residing in a Food Desert and Adverse Cardiovascular Events in US Veterans With Established Cardiovascular Disease. Am J Cardiol 2023; 196:70-76. [PMID: 37094491 DOI: 10.1016/j.amjcard.2023.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 02/28/2023] [Accepted: 03/12/2023] [Indexed: 04/26/2023]
Abstract
Residents living in a "food desert" are known to be at a higher risk for developing cardiovascular disease (CVD). However, national-level data regarding the influence of residing in a food desert in patients with established CVD is lacking. Data from veterans with established atherosclerotic CVD who received outpatient care in the Veterans Health Administration system between January 2016 and December 2021 were obtained, with follow-up information collected until May 2022 (median follow-up: 4.3 years). A food desert was defined using the United States Department of Agriculture criteria, and census tract data were used to identify Veterans in these areas. All-cause mortality and the occurrence of major adverse cardiovascular events (MACEs; a composite of myocardial infarction/stroke/heart failure/all-cause mortality) were evaluated as the co-primary end points. The relative risk for MACE in food desert areas was evaluated by fitting multivariable Cox models adjusted for age, gender, race, ethnicity, and median household income, with food desert status as the primary exposure. Of the 1,640,346 patients (mean age 72 years, women 2.7%, White 77.7%, Hispanic 3.4%), 25,7814 (15.7%) belonged to the food desert group. Patients residing in food deserts were younger; more likely to be Black (22% vs 13%)or Hispanic (4% vs 3.5%); and had a higher prevalence of diabetes mellitus (52.7% vs 49.8%), chronic kidney disease (31.8% vs 30.4%,) and heart failure (25.6% vs 23.8%). Adjusted for covariates, food desert patients had a higher risk of MACE (hazard ratio 1.040 [1.033 to 1.047]; p <0.001) and all-cause mortality (hazard ratio 1.032 [1.024 to 1.039]; p <0.001). In conclusion, we observed that a large proportion of US veterans with established atherosclerotic CVD reside in food desert census tracts. Adjusting for age, gender, race, and ethnicity, residing in food deserts was associated with a higher risk of adverse cardiac events and all-cause mortality.
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Affiliation(s)
- Mackenzie Lloyd
- Department of Pharmacy, Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio
| | - Mary Ellen Amos
- Department of Pharmacy, Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio
| | | | - Issam Kamel Motairek
- Department of Cardiovascular Medicine, Harrington Heart and Vascular Institute, University Hospitals, Cleveland, Ohio
| | - Kristina Pascuzzi
- Department of Pharmacy, Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio
| | - Fanny Petermann-Rocha
- Centro de Investigación Biomédica, Facultad de Medicina, Universidad Diego Portales, Santiago, Chile; School of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom
| | - Yakov Elgudin
- Division of Cardiothoracic Surgery, Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio; Case School of Medicine, Case Western Reserve University, Cleveland, Ohio
| | - Khurram Nasir
- Department of Medicine, Houston Methodist Hospital, Houston, Texas
| | - Darcy Freedman
- Department of Population Health and Quantitative Sciences, Case School of Medicine, Case Western Reserve University, Cleveland, Ohio
| | - Sadeer Al-Kindi
- Department of Cardiovascular Medicine, Harrington Heart and Vascular Institute, University Hospitals, Cleveland, Ohio.
| | - Jill Pell
- School of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom
| | - Salil Vasudeo Deo
- School of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom; Division of Cardiothoracic Surgery, Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio; Case School of Medicine, Case Western Reserve University, Cleveland, Ohio.
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Brandt EJ, Tobb K, Cambron JC, Ferdinand K, Douglass P, Nguyen PK, Vijayaraghavan K, Islam S, Thamman R, Rahman S, Pendyal A, Sareen N, Yong C, Palaniappan L, Ibebuogu U, Tran A, Bacong AM, Lundberg G, Watson K. Assessing and Addressing Social Determinants of Cardiovascular Health: JACC State-of-the-Art Review. J Am Coll Cardiol 2023; 81:1368-1385. [PMID: 37019584 PMCID: PMC11103489 DOI: 10.1016/j.jacc.2023.01.042] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 01/27/2023] [Indexed: 04/07/2023]
Abstract
Social determinants of health (SDOH) are the social conditions in which people are born, live, and work. SDOH offers a more inclusive view of how environment, geographic location, neighborhoods, access to health care, nutrition, socioeconomics, and so on are critical in cardiovascular morbidity and mortality. SDOH will continue to increase in relevance and integration of patient management, thus, applying the information herein to clinical and health systems will become increasingly commonplace. This state-of-the-art review covers the 5 domains of SDOH, including economic stability, education, health care access and quality, social and community context, and neighborhood and built environment. Recognizing and addressing SDOH is an important step toward achieving equity in cardiovascular care. We discuss each SDOH within the context of cardiovascular disease, how they can be assessed by clinicians and within health care systems, and key strategies for clinicians and health care systems to address these SDOH. Summaries of these tools and key strategies are provided.
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Affiliation(s)
- Eric J Brandt
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan, USA; Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA.
| | - Kardie Tobb
- Cone Health Medical Group, Greensboro, North Carolina, USA
| | | | - Keith Ferdinand
- Tulane University School of Medicine, New Orleans, Louisiana, USA
| | - Paul Douglass
- Wellstar Health System Center for Cardiovascular Care, Marietta, Georgia, USA
| | - Patricia K Nguyen
- Stanford University School of Medicine, Department of Medicine, Division of Cardiovascular Medicine, Stanford, California, USA; VA Palo Alto Healthcare System, Palo Alto, California, USA
| | | | - Sabrina Islam
- Lewis Katz School of Medicine at Temple University, Philadelphia, Pennsylvania, USA
| | - Ritu Thamman
- University of Pittsburgh School of Medicine Pittsburgh, Pennsylvania, USA
| | - Shahid Rahman
- Memorial Hermann Heart and Vascular Institute, Houston, Texas, USA
| | - Akshay Pendyal
- University of North Carolina School of Medicine, Novant Health Charlotte Campus, Charlotte, North Carolina, USA
| | - Nishtha Sareen
- Ascension Medical Group, Ascension St Mary's Hospital, Saginaw, Michigan, USA
| | - Celina Yong
- Stanford University School of Medicine, Department of Medicine, Division of Cardiovascular Medicine, Stanford, California, USA; VA Palo Alto Healthcare System, Palo Alto, California, USA
| | - Latha Palaniappan
- Stanford University School of Medicine, Department of Medicine, Division of Cardiovascular Medicine, Stanford, California, USA
| | - Uzoma Ibebuogu
- Division of Cardiovascular Diseases, Department of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - Andrew Tran
- The Heart Center, Nationwide Children's Hospital, Columbus, Ohio, USA; Department of Pediatrics, The Ohio State University, Columbus, Ohio, USA
| | - Adrian M Bacong
- Stanford University School of Medicine, Department of Medicine, Division of Cardiovascular Medicine, Stanford, California, USA
| | - Gina Lundberg
- Emory Women's Heart Center, Emory Heart and Vascular Center, Marietta, Georgia, USA
| | - Karol Watson
- Division of Cardiology, University of California, Los Angeles, California, USA
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Baker-Smith CM, Yang W, McDuffie MJ, Nescott EP, Wolf BJ, Wu CH, Zhang Z, Akins RE. Association of Area Deprivation With Primary Hypertension Diagnosis Among Youth Medicaid Recipients in Delaware. JAMA Netw Open 2023; 6:e233012. [PMID: 36920393 PMCID: PMC10018318 DOI: 10.1001/jamanetworkopen.2023.3012] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 01/30/2023] [Indexed: 03/16/2023] Open
Abstract
Importance The association between degree of neighborhood deprivation and primary hypertension diagnosis in youth remains understudied. Objective To assess the association between neighborhood measures of deprivation and primary hypertension diagnosis in youth. Design, Setting, and Participants This cross-sectional study included 65 452 Delaware Medicaid-insured youths aged 8 to 18 years between January 1, 2014, and December 31, 2019. Residence was geocoded by national area deprivation index (ADI). Exposures Higher area deprivation. Main Outcomes and Measures The main outcome was primary hypertension diagnosis based on International Classification of Diseases, Ninth Revision and Tenth Revision codes. Data were analyzed between September 1, 2021, and December 31, 2022. Results A total of 65 452 youths were included in the analysis, including 64 307 (98.3%) without a hypertension diagnosis (30 491 [47%] female and 33 813 [53%] male; mean [SD] age, 12.5 (3.1) years; 12 500 [19%] Hispanic, 25 473 [40%] non-Hispanic Black, 24 565 [38%] non-Hispanic White, and 1769 [3%] other race or ethnicity; 13 029 [20%] with obesity; and 31 548 [49%] with an ADI ≥50) and 1145 (1.7%) with a diagnosis of primary hypertension (mean [SD] age, 13.3 [2.8] years; 464 [41%] female and 681 [59%] male; 271 [24%] Hispanic, 460 [40%] non-Hispanic Black, 396 [35%] non-Hispanic White, and 18 [2%] of other race or ethnicity; 705 [62%] with obesity; and 614 [54%] with an ADI ≥50). The mean (SD) duration of full Medicaid benefit coverage was 61 (16) months for those with a diagnosis of primary hypertension and 46.0 (24.3) months for those without. By multivariable logistic regression, residence within communities with ADI greater than or equal to 50 was associated with 60% greater odds of a hypertension diagnosis (odds ratio [OR], 1.61; 95% CI 1.04-2.51). Older age (OR per year, 1.16; 95%, CI, 1.14-1.18), an obesity diagnosis (OR, 5.16; 95% CI, 4.54-5.85), and longer duration of full Medicaid benefit coverage (OR, 1.03; 95% CI, 1.03-1.04) were associated with greater odds of primary hypertension diagnosis, whereas female sex was associated with lower odds (OR, 0.68; 95%, 0.61-0.77). Model fit including a Medicaid-by-ADI interaction term was significant for the interaction and revealed slightly greater odds of hypertension diagnosis for youths with ADI less than 50 (OR, 1.03; 95% CI, 1.03-1.04) vs ADI ≥50 (OR, 1.02; 95% CI, 1.02-1.03). Race and ethnicity were not associated with primary hypertension diagnosis. Conclusions and Relevance In this cross-sectional study, higher childhood neighborhood ADI, obesity, age, sex, and duration of Medicaid benefit coverage were associated with a primary hypertension diagnosis in youth. Screening algorithms and national guidelines may consider the importance of ADI when assessing for the presence and prevalence of primary hypertension in youth.
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Affiliation(s)
- Carissa M. Baker-Smith
- Cardiovascular Research and Innovation Program, Nemours Cardiac Center, Nemours Children’s Health, Wilmington, Delaware
| | - Wei Yang
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Mary J. McDuffie
- Center for Community Research and Service, University of Delaware Biden School of Public Policy and Administration, University of Delaware, Newark
| | - Erin P. Nescott
- Center for Community Research and Service, University of Delaware Biden School of Public Policy and Administration, University of Delaware, Newark
| | | | - Cathy H. Wu
- Data Science Institute, University of Delaware, Newark
| | - Zugui Zhang
- Institute for Research in Equity and Community Health, Christiana Care Health Services, Inc, Newark, Delaware
| | - Robert E. Akins
- Center for Pediatric Clinical Research and Development, Nemours Children’s Health, Wilmington, Delaware
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Alvarado F, Hercules A, Wanigatunga M, Laurent J, Payne M, Allouch F, Crews DC, Mills KT, He J, Gustat J, Ferdinand KC. Influence of neighborhood-level social determinants of health on a heart-healthy lifestyle among Black church members: A mixed-methods study. AMERICAN HEART JOURNAL PLUS : CARDIOLOGY RESEARCH AND PRACTICE 2023; 27:100273. [PMID: 38511101 PMCID: PMC10946005 DOI: 10.1016/j.ahjo.2023.100273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 02/13/2023] [Accepted: 02/13/2023] [Indexed: 03/22/2024]
Abstract
Background Few church-based health interventions have evaluated the influence of neighborhood-level social determinants of health (SDOH) on adopting heart-healthy lifestyles; none has occurred in Louisiana. We aimed to characterize neighborhood-level SDOH that may influence the ability to adopt a heart-healthy lifestyle among Black community church members in New Orleans, LA. Methods This mixed methods study used quantitative data (surveys) and qualitative data (focus groups) to explore SDOH at the neighborhood- and church-area- level, including factors related to the physical (e.g., walkability, accessibility to recreational facilities) and social (e.g., social cohesion, perceived safety) environments. Descriptive analyses were conducted for quantitative data. Qualitative data were coded and analyzed using grounded theory and thematic analysis. Results Among survey respondents (n = 302, 77 % female, 99 % Black), most reported having walkable neighborhood sidewalks and high neighborhood social cohesion. Two-thirds did not feel violence was a problem in their neighborhood and felt safe walking, day, or night. Focus group participants (n = 27, 74 % female, 100 % Black) reported facilitators to heart-healthy living, including social support promoting physical activity, intentionality in growing, buying, and preparing produce, and the neighborhood-built environment. Reported barriers included: crime, the COVID-19 pandemic, individual-level factors limiting physical activity, and city-wide disparities influencing health. Participants discussed strategies to promote healthy living, centered around the theme of establishing and rebuilding community relationships. Conclusions Future health interventions aimed at improving cardiovascular outcomes among church communities should continue to inquire about neighborhood-level SDOH and tailor interventions, as appropriate, to address barriers and leverage facilitators within these communities.
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Affiliation(s)
- Flor Alvarado
- Department of Medicine, Tulane University School of Medicine, 1430 Tulane Avenue, New Orleans, LA 70112, USA
| | - Amanda Hercules
- Department of Health Policy and Management, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Ste 2001, New Orleans, LA 70112, USA
| | - Melanie Wanigatunga
- Department of Medicine, Tulane University School of Medicine, 1430 Tulane Avenue, New Orleans, LA 70112, USA
| | - Jodie Laurent
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Ste 2001, New Orleans, LA 70112, USA
| | - Marilyn Payne
- Payne and Associates Counseling and Consulting Services, 2371 Lark St, New Orleans, LA, USA
| | - Farah Allouch
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Ste 2001, New Orleans, LA 70112, USA
| | - Deidra C. Crews
- Department of Medicine, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| | - Katherine T. Mills
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Ste 2001, New Orleans, LA 70112, USA
| | - Jiang He
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Ste 2001, New Orleans, LA 70112, USA
| | - Jeanette Gustat
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, Ste 2001, New Orleans, LA 70112, USA
| | - Keith C. Ferdinand
- Department of Medicine, Tulane University School of Medicine, 1430 Tulane Avenue, New Orleans, LA 70112, USA
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Motairek I, Rajagopalan S, Al-Kindi S. The "Heart" of Environmental Justice. Am J Cardiol 2023; 189:148-149. [PMID: 36526465 PMCID: PMC10411484 DOI: 10.1016/j.amjcard.2022.11.046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 11/26/2022] [Indexed: 12/15/2022]
Affiliation(s)
- Issam Motairek
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - Sanjay Rajagopalan
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio; Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Sadeer Al-Kindi
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio; Case Western Reserve University School of Medicine, Cleveland, Ohio
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Motairek I, Chen Z, Makhlouf MH, Rajagopalan S, Al-Kindi S. Historical Neighborhood Redlining and Contemporary Environmental Racism. LOCAL ENVIRONMENT 2022; 28:518-528. [PMID: 37588138 PMCID: PMC10427113 DOI: 10.1080/13549839.2022.2155942] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 11/13/2022] [Indexed: 08/18/2023]
Abstract
To stabilize the housing market during the great depression, the government-sanctioned Home Owners' Loan Corporation (HOLC) created color coded maps of nearly 200 United States cities according to lending risk. These maps were largely driven by racial segregation, with the worst graded neighborhoods colored in red, later termed redlined neighborhoods. We sought to investigate the association between historical redlining, and trends in environmental disparities across the US over the past few decades. We characterized environmental exposures including air pollutants (e.g., NO2 and fine particulate matter), vegetation, noise, and light at night, proximity hazardous emission sources (e.g., hazardous water facilities, wastewater discharge indicator) and other environmental and social indicators harnessed from various sources across HOLC graded neighborhoods and extrapolated census tracts (A [lowest risk neighborhoods] to D [highest risk neighborhoods]). Lower graded areas (C and D) had consistently higher exposures to worse environmental factors. Additionally, there were consistent relative disparities in the exposures to PM2.5 (1981-2018) and NO2 (2005-2019), without significant improvement in the gap compared with HOLC grade A neighborhoods. Our findings illustrate that historical redlining, a form of residential segregation largely based on racial discrimination is associated with environmental injustice over the past 2-4 decades.
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Affiliation(s)
- Issam Motairek
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH
| | - Zhuo Chen
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH
| | - Mohamed H.E. Makhlouf
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH
| | - Sanjay Rajagopalan
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH
- School of Medicine, Case Western Reserve University, Cleveland, OH
| | - Sadeer Al-Kindi
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH
- School of Medicine, Case Western Reserve University, Cleveland, OH
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Nasser SA, Arora N, Ferdinand KC. Addressing Cardiovascular Disparities in Racial/Ethnic Populations: The Blood Pressure-Lowering Effects of SGLT2 Inhibitors. Rev Cardiovasc Med 2022; 23:411. [PMID: 39076675 PMCID: PMC11270380 DOI: 10.31083/j.rcm2312411] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Revised: 11/16/2022] [Accepted: 11/24/2022] [Indexed: 07/31/2024] Open
Abstract
The racial/ethnic disparities in cardiometabolic risk factors and cardiovascular diseases (CVD) are prominent in non-Hispanic Black adults and other United States (U.S.) sub-populations, with evidence of differential access and quality of health care. High blood pressure (BP) is the most potent and prevalent risk factor for adverse cardiovascular (CV) outcomes across all populations globally, but especially in the non-Hispanic Black adults in the U.S. The use of sodium-glucose cotransporter-2 inhibitors (SGLT2is) demonstrate favorable effects in patients with and without type 2 diabetes (T2DM) in CVD especially for heart failure (HF), as the contemporary clinical practice recommendations and standards of care advocate. The beneficial effects of SGLT2is have been most profoundly documented with HF, including reduced (HFrEF) or preserved ejection fraction (HFpEF), and chronic kidney disease (CKD) with T2DM. Given that hypertension (HTN), CVD, HF, and CKD are significantly greater in certain racial/ethnic populations, the potential impact of SGLT2is will be more significant on the excess cardiometabolic and renal disease, especially in the Black patients. Moreover, there is a need for increased diverse representation in clinical trials. Inclusion of larger members of various racial/ethnic populations may assure that new and emerging data accurately reflect the diversity of the U.S. population. This review highlights potential benefits of SGLT2is, as noted in the most recent literature, and their BP-lowering impact on potentially reducing CV disparities, especially in Black adults. Furthermore, this commentary emphasizes the need to increase diversity in clinical trials to reduce the disparity gaps.
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Affiliation(s)
- Samar A. Nasser
- Department of Clinical Research & Leadership, School of Medicine and Health Sciences, The George Washington University, Washington, DC 20052, USA
| | - Neha Arora
- Department of Medicine, Tulane University School of Medicine, New Orleans, LA 70112, USA
| | - Keith C. Ferdinand
- Department of Medicine, Tulane University School of Medicine, New Orleans, LA 70112, USA
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Ferdinand KC. HDL-C in Black Adults for ASCVD Risk Calculation. J Am Coll Cardiol 2022; 80:2116-2118. [DOI: 10.1016/j.jacc.2022.10.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 10/06/2022] [Indexed: 11/22/2022]
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Gulati M. The role of the preventive cardiologist in addressing climate change. Am J Prev Cardiol 2022; 11:100375. [PMID: 36090522 PMCID: PMC9449550 DOI: 10.1016/j.ajpc.2022.100375] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 08/19/2022] [Indexed: 11/28/2022] Open
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