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Donzelli G, Sera F, Morales MA, Vozzi F, Roos T, Schaffert A, Paparella M, Murugadoss S, Mertens B, Gehring R, Linzalone N. A systematic review and meta-analysis of human population studies on the association between exposure to toxic environmental chemicals and left ventricular dysfunction (LVD). ENVIRONMENTAL RESEARCH 2024; 249:118429. [PMID: 38354889 DOI: 10.1016/j.envres.2024.118429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 11/08/2023] [Accepted: 02/04/2024] [Indexed: 02/16/2024]
Abstract
BACKGROUND Exposure to environmental chemicals has been associated with an elevated risk of heart failure (HF). However, the impact on early markers of HF, such as left ventricular dysfunction (LVD), remains limited. OBJECTIVE To establish a foundation of evidence regarding early HF markers and their association with environmental pollutants, a systematic review and meta-analysis was conducted. METHODS The search, conducted on October 13th, 2023, encompassed PubMed, Embase, and Web of Science without filters, focusing on observational studies reporting myocardial geometrical, structural, or functional alterations in individuals without a history of heart disease. This included the general adult population, workers, young people, and the elderly. The risk of bias was assessed using the ROBINS-I tool at both study and item levels. RESULTS The systematic review included 17 studies involving 43.358 individuals exposed to air pollution and 2038 exposed to heavy metals. Approximately 41% of the effect measures of associations reported significant abnormalities in myocardial structure or function. The metanalyses by pollutants categories indicated positive associations between LV systolic and diastolic abnormalities and exposure to PM2.5 [-0.069 (-0.104, -0.033); -0.044 (-0.062, -0.025)] and PM10 [-0.055 (-0.087, -0.022); -0.030 (-0.050, -0.010)] and NO2 [-0.042 (-0.071, -0.013); -0.021 (-0.037, -0.004)], as well as positive associations between lead exposure and LV systolic abnormalities [-0.033 (-0.051, -0.016)]. CONCLUSIONS Existing evidence shows that specific early markers of HF may be associated with exposure to chemical pollutants. It is recommended to include such endpoints in new longitudinal and case-control studies to confirm further risk associations. These studies should consider co-exposures, account for vulnerable groups, and identify cardiotoxic compounds that may require regulation. When examining the link between myocardial abnormalities and environmental exposure, it is also advisable to explore the supportive use of Adverse Outcome Pathway (AOP) approaches to confirm a causal relationship.
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Affiliation(s)
- G Donzelli
- Institute of Clinical Physiology of the National Research Council (CNR-IFC), Pisa, Italy.
| | - F Sera
- Department of Statistics, Computer Science and Applications "G. Parenti", University of Florence, Florence, Italy.
| | - M A Morales
- Institute of Clinical Physiology of the National Research Council (CNR-IFC), Pisa, Italy.
| | - F Vozzi
- Institute of Clinical Physiology of the National Research Council (CNR-IFC), Pisa, Italy.
| | - T Roos
- Department of Population Health Sciences, Institute for Risk Assessment Sciences (IRAS), Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands.
| | - A Schaffert
- Institute of Medical Biochemistry, Medical University Innsbruck, Innsbruck, Austria.
| | - M Paparella
- Institute of Medical Biochemistry, Medical University Innsbruck, Innsbruck, Austria.
| | - S Murugadoss
- Scientific Direction of Chemical and Physical Health Risks, Sciensano, Brussels, Belgium.
| | - B Mertens
- Scientific Direction of Chemical and Physical Health Risks, Sciensano, Brussels, Belgium.
| | - R Gehring
- Department of Population Health Sciences, Institute for Risk Assessment Sciences (IRAS), Faculty of Veterinary Medicine, Utrecht University, Utrecht, the Netherlands.
| | - N Linzalone
- Institute of Clinical Physiology of the National Research Council (CNR-IFC), Pisa, Italy.
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Yang YS, Pei YH, Gu YY, Zhu JF, Yu P, Chen XH. Association between short-term exposure to ambient air pollution and heart failure: An updated systematic review and meta-analysis of more than 7 million participants. Front Public Health 2023; 10:948765. [PMID: 36755739 PMCID: PMC9900180 DOI: 10.3389/fpubh.2022.948765] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 12/29/2022] [Indexed: 01/24/2023] Open
Abstract
Introduction Exposure to air pollution has been linked to the mortality of heart failure. In this study, we sought to update the existing systematic review and meta-analysis, published in 2013, to further assess the association between air pollution and acute decompensated heart failure, including hospitalization and heart failure mortality. Methods PubMed, Web of Science, EMBASE, and OVID databases were systematically searched till April 2022. We enrolled the studies regarding air pollution exposure and heart failure and extracted the original data to combine and obtain an overall risk estimate for each pollutant. Results We analyzed 51 studies and 7,555,442 patients. Our results indicated that heart failure hospitalization or death was associated with increases in carbon monoxide (3.46% per 1 part per million; 95% CI 1.0233-1.046, P < 0.001), sulfur dioxide (2.20% per 10 parts per billion; 95% CI 1.0106-1.0335, P < 0.001), nitrogen dioxide (2.07% per 10 parts per billion; 95% CI 1.0106-1.0335, P < 0.001), and ozone (0.95% per 10 parts per billion; 95% CI 1.0024-1.0166, P < 0.001) concentrations. Increases in particulate matter concentration were related to heart failure hospitalization or death (PM2.5 1.29% per 10 μg/m3, 95% CI 1.0093-1.0165, P < 0.001; PM10 1.30% per 10 μg/m3, 95% CI 1.0102-1.0157, P < 0.001). Conclusion The increase in the concentration of all pollutants, including gases (carbon monoxide, sulfur dioxide, nitrogen dioxide, ozone) and particulate matter [(PM2.5), (PM10)], is positively correlated with hospitalization rates and mortality of heart failure. Systematic review registration https://www.crd.york.ac.uk/PROSPERO/, identifier: CRD42021256241.
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Affiliation(s)
- Yu-shan Yang
- First Clinical Medical College, Nanjing University of Chinese Medicine, Nanjing, China,Department of Cardiology, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Ying-hao Pei
- Department of Intensive Care Unit, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China
| | - Yuan-yuan Gu
- First Clinical Medical College, Nanjing University of Chinese Medicine, Nanjing, China,Department of Cardiology, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Jun-feng Zhu
- First Clinical Medical College, Nanjing University of Chinese Medicine, Nanjing, China,Department of Cardiology, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Peng Yu
- Department of Cardiology, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China,*Correspondence: Peng Yu ✉
| | - Xiao-hu Chen
- Department of Cardiology, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China,Xiao-hu Chen ✉
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Hu J, Chen G, Li S, Guo Y, Duan J, Sun Z. Association of long-term exposure to ambient air pollutants with cardiac structure and cardiovascular function in Chinese adults. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2023; 249:114382. [PMID: 36508817 DOI: 10.1016/j.ecoenv.2022.114382] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Revised: 11/28/2022] [Accepted: 12/01/2022] [Indexed: 06/17/2023]
Abstract
Epidemiological evidence increasingly suggests that air pollutants are intimately associated with the incidence and mortality of cardiovascular diseases (CVDs). However, studies on the association between chronic exposure to air pollutants and changes in left cardiac function and structure are limited. In our cross-sectional study, 3145 participants were enrolled from 6 provinces to explore the relationship between long-term air pollutants, cardiac structure, and cardiovascular function (e.g., blood lipids, blood pressure and pulse) in Chinese adults. Our study showed that exposure to five pollutants (NO2, O3, PM1, PM2.5 and PM10) was associated with reduced left ventricular systolic function based on EF and SV parameters. These pollutants were also associated with increased pulses, where smaller particle sizes correlated significantly with pulses. Second, except for O3, four pollutants were associated with decreased left ventricular diastolic parameters LVIDd and EDV and increased cardiac structural parameter IVSd. In addition, exposures to NO2, O3 and PM10 were positively correlated with triglycerides in blood lipids. Overall, this study showed that chronic pollutant exposure is strongly associated with impaired left ventricular function in Chinese adults.
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Affiliation(s)
- Junjie Hu
- Department of Toxicology and Sanitary Chemistry, School of Public Health, Capital Medical University, Beijing, China; Beijing Key Laboratory of Environmental Toxicology, Beijing, China
| | - Gongbo Chen
- Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Shanshan Li
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Yuming Guo
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Junchao Duan
- Department of Toxicology and Sanitary Chemistry, School of Public Health, Capital Medical University, Beijing, China; Beijing Key Laboratory of Environmental Toxicology, Beijing, China.
| | - Zhiwei Sun
- Department of Toxicology and Sanitary Chemistry, School of Public Health, Capital Medical University, Beijing, China; Beijing Key Laboratory of Environmental Toxicology, Beijing, China.
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Liu Y, Gong X, Wang J, Wang Y, Zhang Y, Li T, Yan J, Zhou M, Zhang B. Investigation of nickel sulfate-induced cytotoxicity and underlying toxicological mechanisms in human umbilical vein endothelial cells through oxidative stress, inflammation, apoptosis, and MAPK signaling pathways. ENVIRONMENTAL TOXICOLOGY 2022; 37:2058-2071. [PMID: 35499276 DOI: 10.1002/tox.23550] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 04/11/2022] [Accepted: 04/16/2022] [Indexed: 06/14/2023]
Abstract
Growing evidence indicates that nickle and its compounds have adverse effects on the cardiovascular system. In this study, the cytotoxic insults caused by nickel sulfate (NiSO4 ) in human umbilical vein endothelial cells (HUVECs) were explored by examining cell viability, oxidative stress, inflammation, apoptosis, and MAPK signaling pathway activity. Cultured HUVECs were treated with varying concentrations of NiSO4 (0, 62.5, 250, and 1000 μM) for 24 h. Subsequently, markers of oxidative stress, inflammation, apoptosis, and MAPK signaling pathways were analyzed using biochemical assays, real-time quantitative polymerase chain reaction, and western blot. Rates of apoptosis were evaluated using flow cytometry. The results showed that NiSO4 exerted dose- and time-dependent inhibitory effects on cell growth. It induced oxidative stress and lipid peroxidation by increasing the generation of reactive oxygen species, the oxidized glutathione to reduced glutathione ratio (GSSG/GSH ratio), and malondialdehyde levels. Further, it inhibited superoxide dismutase activity in HUVECs. Flow cytometry analysis results revealed that NiSO4 (62.5-1000 μM) could induce apoptosis in HUVECs. The protein and gene expressions of cleaved Caspase 3 and Bax were elevated, and those of Bcl-2 and Bcl-XL were reduced after NiSO4 treatment. Additionally, NiSO4 triggered inflammation in HUVECs, increasing the protein and mRNA levels of IL-6 and TNF-α and reducing those of TGF-β. Furthermore, western blot findings revealed that NiSO4 could activate MAPK signaling pathways, upregulating p38, JNK, and ERK1/2 in HUVECs by increasing the levels of p-P38,p-JNK, and p-ERK1/2 in a dose-dependent manner. MAPK pathway inhibitors (10 μM SB203580 and 10 μM SP600125) could attenuate the NiSO4 -induced increase in apoptosis and inflammation in HUVECs. They could also attenuate the dysregulation of inflammatory factors and related proteins caused by high-dose NiSO4 exposure. Interestingly, while the MEK inhibitor U0126 (10 μM) enhanced NiSO4 -induced apoptosis in HUVECs, it reduced cell inflammation. Taken together, these experimental results suggest that NiSO4 can inhibit cell growth, induce oxidative stress, and trigger subsequent inflammatory responses and apoptosis in HUVECs. These effects may be mediated by the P38 and JNK MAPK stress response pathways.
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Affiliation(s)
- Yanli Liu
- Department of Occupational and Environmental Health, School of Public Health, Lanzhou University, Lanzhou, China
| | - Xia Gong
- Department of Geratology, The First Hospital of Lanzhou University, Lanzhou, China
| | - Juan Wang
- Department of Cardiology, Gansu Provincial Hospital, Lanzhou, China
| | - Yongxiang Wang
- Department of Geratology, The First Hospital of Lanzhou University, Lanzhou, China
| | - Yong Zhang
- Department of Occupational and Environmental Health, School of Public Health, Lanzhou University, Lanzhou, China
| | - Tao Li
- Department of Geratology, The First Hospital of Lanzhou University, Lanzhou, China
| | - Juan Yan
- Department of Occupational and Environmental Health, School of Public Health, Lanzhou University, Lanzhou, China
| | - Min Zhou
- Department of Occupational and Environmental Health, School of Public Health, Lanzhou University, Lanzhou, China
| | - Benzhong Zhang
- Department of Occupational and Environmental Health, School of Public Health, Lanzhou University, Lanzhou, China
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Narita K, Amiya E. Social and environmental risks as contributors to the clinical course of heart failure. Heart Fail Rev 2021; 27:1001-1016. [PMID: 33945055 DOI: 10.1007/s10741-021-10116-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/22/2021] [Indexed: 11/28/2022]
Abstract
Heart failure is a major contributor to healthcare expenditures. Many clinical risk factors for the development and exacerbation of heart failure had been reported, including diabetes, renal dysfunction, and respiratory disease. In addition to these clinical parameters, the effects of social factors, such as occupation or lifestyle, and environmental factors may have a great impact on disease development and progression of heart failure. However, the current understanding of social and environmental factors as contributors to the clinical course of heart failure is insufficient. To present the knowledge of these factors to date, this comprehensive review of the literature sought to identify the major contributors to heart failure within this context. Social factors for the risk of heart failure included occupation and lifestyle, specifically in terms of the effects of specific occupations, occupational exposure to toxicities, work style, and sleep deprivation. Socioeconomic factors focused on income and education level, social status, the neighborhood environment, and marital status. Environmental factors included traffic and noise, air pollution, and other climate factors. In addition, psychological stress and behavior traits were investigated. The development of heart failure may be closely related to these factors; therefore, these data should be summarized for the context to improve their effects on patients with heart failure. The present study reviews the literature to summarize these influences.
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Affiliation(s)
- Koichi Narita
- Department of Cardiovascular Medicine, Graduate School of Medicine, The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, 113-8655, Tokyo, Japan
| | - Eisuke Amiya
- Department of Cardiovascular Medicine, Graduate School of Medicine, The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, 113-8655, Tokyo, Japan. .,Department of Therapeutic Strategy for Heart Failure, The University of Tokyo, Hongo 7-3-1, Bunkyo-ku, 113-8655, Tokyo, Japan.
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Pang Y, Liu S, Yan L, Wang Q, Li L, Chu C, Ning J, Zhang B, Wang X, Ma S, Su D, Zhang R, Niu Y. Associations of long-term exposure to traffic-related air pollution with risk of valvular heart disease based on a cross-sectional study. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2021; 209:111753. [PMID: 33348255 DOI: 10.1016/j.ecoenv.2020.111753] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 11/13/2020] [Accepted: 11/29/2020] [Indexed: 06/12/2023]
Abstract
Emerging evidence demonstrated that traffic-related air pollution induced adverse effects on cardiovascular system. We designed a population-based cross-sectional study to explore the association between residential proximity to major roadways, traffic density and the prevalence of valvular heart disease (VHD). A total of 34040 subjects from a Rural Health Project between 2013 and 2018 were collected. According to the inclusion and exclusion criteria, 4158 participants were enrolled in the final analysis. And we calculated the subjects' proximity to major roadways and collected the traffic density on the major roadways. Transthoracic echocardiography (TTE) was performed to diagnose the VHD, according to the current AHA/ACC (the American Heart Association and the American College of Cardiology) guidelines. Differences between groups were examined by the one-way ANOVAs for continuous variables and the chi-square tests for categorical variables. A logistic regression models were used to assess the associations. The stratified analysis by age and sex were conducted to further analyze the association. The restricted cubic spline analysis was performed to further evaluate the association between road way distance and VHD. Bonferroni test was used to adjust the significance level. The subjects closer to the major roads had the higher risk of tricuspid regurgitation (TR) (odds risk, OR = 1.519, 95% confidence intervals, 95%CI: 1.058-2.181), especially in female. The risk of VHD was positive (high traffic density VS low traffic density, OR = 1.799, 95%CI: 1.221-2.651), especially in female. In addition, the high traffic density was associated with the risk of mitral regurgitation (MR) (OR = 1.758, 95%CI: 1.085-2.848). The restricted cubic spline analysis found a threshold distance of about 300 m, where had the lowest risk of VHD, aortic regurgitation (AR), MR, TR. Our results found a positive association between traffic-related air pollution and VHD especially in female.
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Affiliation(s)
- Yaxian Pang
- Department of Toxicology, Hebei Medical University, Shijiazhuang 050017, People's Republic of China; Department of Health Management and Services, Cangzhou Medical College, Cangzhou 061000, People's Republic of China
| | - Shipeng Liu
- Experimental Center, Hebei Medical University, Shijiazhuang 050017, Hebei, People's Republic of China
| | - Lina Yan
- Department of Epidemiology and Health Statistics, Hebei Medical University, Shijiazhuang 050017, People's Republic of China
| | - Qian Wang
- Experimental Center, Hebei Medical University, Shijiazhuang 050017, Hebei, People's Republic of China
| | - Lipeng Li
- Department of Toxicology, Hebei Medical University, Shijiazhuang 050017, People's Republic of China
| | - Chen Chu
- Department of Toxicology, Hebei Medical University, Shijiazhuang 050017, People's Republic of China
| | - Jie Ning
- Department of Toxicology, Hebei Medical University, Shijiazhuang 050017, People's Republic of China
| | - Boyuan Zhang
- Department of Toxicology, Hebei Medical University, Shijiazhuang 050017, People's Republic of China
| | - Xueliang Wang
- Deportment occupational Health and Environmental Health, Hebei Medical University, Shijiazhuang 050017, People's Republic of China
| | - Shitao Ma
- Deportment occupational Health and Environmental Health, Hebei Medical University, Shijiazhuang 050017, People's Republic of China
| | - Dong Su
- Deportment occupational Health and Environmental Health, Hebei Medical University, Shijiazhuang 050017, People's Republic of China
| | - Rong Zhang
- Department of Toxicology, Hebei Medical University, Shijiazhuang 050017, People's Republic of China; Hebei Province Key Laboratory of Environment and Human Health, Shijiazhuang 050017, People's Republic of China.
| | - Yujie Niu
- Deportment occupational Health and Environmental Health, Hebei Medical University, Shijiazhuang 050017, People's Republic of China; Hebei Province Key Laboratory of Environment and Human Health, Shijiazhuang 050017, People's Republic of China
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Burroughs Peña MS, Uwamungu JC, Bulka CM, Swett K, Perreira KM, Kansal MM, Loop MS, Hurwitz BE, Daviglus M, Rodriguez CJ. Occupational Exposures and Cardiac Structure and Function: ECHO-SOL (Echocardiographic Study of Latinos). J Am Heart Assoc 2020; 9:e016122. [PMID: 32842829 PMCID: PMC7660755 DOI: 10.1161/jaha.120.016122] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Accepted: 07/01/2020] [Indexed: 01/13/2023]
Abstract
Background Our objective was to determine associations of occupational exposures with cardiac structure and function in Hispanic/Latino adults. Methods and Results Employed participants were included (n=782; 52% women, mean age 52.9 years). Occupational exposures to burning wood, vehicle exhaust, solvents, pesticides, and metals at the current and longest-held job were assessed by questionnaire. Survey multivariable linear regression analyses were used to model the relationship of each self-reported exposure with echocardiographic measures of cardiac structure and function. Exposure to burning wood at the current job was associated with decreased left ventricular (LV) ejection fraction (-3.1%; standard error [SE], 1.0 [P=0.002]). When the analysis was restricted to exposure at the longest-held job, occupational exposure to burning wood was associated with increased LV diastolic volume (6.7 mL; SE, 1.6 [P<0.0001]), decreased LV ejection fraction (-2.7%; SE, 0.6 [P<0.0001]), worse LV global longitudinal strain (1.0%; SE, 0.3 [P=0.0009]), and decreased right ventricular fractional area change (-0.02; SE, 0.004 [P<0.001]). Exposure to pesticides was associated with worse average global longitudinal strain (0.8%; SE, 0.2 [P<0.0001]). Exposure to metals was associated with worse global longitudinal strain in the 2-chamber view (1.0%; SE, 0.5 [P=0.04]), increased stroke volume (3.6 mL; SE, 1.6 [P=0.03]), and increased LV mass indexed to BSA (9.2 g/m2; SE, 3.8 [P=0.01]) or height (4.4 g/m2.7; SE, 1.9 [P=0.02]). Conclusions Occupational exposures to burning wood, vehicle exhaust, pesticides, and metals were associated with abnormal parameters of LV and right ventricular systolic function. Reducing exposures to toxic chemicals and particulates in the workplace is a potential opportunity to prevent cardiovascular disease in populations at risk.
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Affiliation(s)
| | | | - Catherine M. Bulka
- Department of Environmental Sciences and EngineeringUniversity of North CarolinaChapel HillNC
| | - Katrina Swett
- Department of MedicineAlbert Einstein College of MedicineBronxNY
- Department Epidemiology and Population HealthAlbert Einstein College of MedicineBronxNY
| | - Krista M. Perreira
- Department of Social MedicineUniversity of North Carolina School of MedicineChapel HillNC
| | - Mayank M. Kansal
- Institute for Minority Health ResearchUniversity of IllinoisChicagoIL
| | - Matthew Shane Loop
- Department of BiostatisticsUniversity of North Carolina Gillings School of Global Public HealthChapel HillNC
| | - Barry E. Hurwitz
- Behavioral Medicine Research Center, Miller School of MedicineUniversity of MiamiFL
- Department of PsychologyUniversity of MiamiCoral GablesFL
| | - Martha Daviglus
- Institute for Minority Health ResearchUniversity of IllinoisChicagoIL
| | - Carlos J. Rodriguez
- Department of MedicineAlbert Einstein College of MedicineBronxNY
- Department Epidemiology and Population HealthAlbert Einstein College of MedicineBronxNY
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