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Nguyen RT, Jain V, Acquah I, Khan SU, Parekh T, Taha M, Virani SS, Blaha MJ, Nasir K, Javed Z. Association of cardiovascular risk profile with premature all-cause and cardiovascular mortality in US adults: findings from a national study. BMC Cardiovasc Disord 2024; 24:91. [PMID: 38321396 PMCID: PMC10845615 DOI: 10.1186/s12872-023-03672-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 12/13/2023] [Indexed: 02/08/2024] Open
Abstract
OBJECTIVE To assess the association between cardiovascular risk factor (CRF) profile and premature all-cause and cardiovascular disease (CVD) mortality among US adults (age < 65). METHODS This study used data from the National Health Interview Survey from 2006 to 2014, linked to the National Death Index for non-elderly adults aged < 65 years. A composite CRF score (range = 0-6) was calculated, based on the presence or absence of six established cardiovascular risk factors: hypertension, diabetes, hypercholesterolemia, smoking, obesity, and insufficient physical activity. CRF profile was defined as "Poor" (≥ 3 risk factors), "Average" (1-2), or "Optimal" (0 risk factors). Age-adjusted mortality rates (AAMR) were reported across CRF profile categories, separately for all-cause and CVD mortality. Cox proportional hazard models were used to evaluate the association between CRF profile and all-cause and CVD mortality. RESULTS Among 195,901 non-elderly individuals (mean age: 40.4 ± 13.0, 50% females and 70% Non-Hispanic (NH) White adults), 24.8% had optimal, 58.9% average, and 16.2% poor CRF profiles, respectively. Participants with poor CRF profile were more likely to be NH Black, have lower educational attainment and lower income compared to those with optimal CRF profile. All-cause and CVD mortality rates were three to four fold higher in individuals with poor CRF profile, compared to their optimal profile counterparts. Adults with poor CRF profile experienced 3.5-fold (aHR: 3.48 [95% CI: 2.96, 4.10]) and 5-fold (aHR: 4.76 [3.44, 6.60]) higher risk of all-cause and CVD mortality, respectively, compared to those with optimal profile. These results were consistent across age, sex, and race/ethnicity subgroups. CONCLUSIONS In this population-based study, non-elderly adults with poor CRF profile had a three to five-fold higher risk of all-cause and CVD mortality, compared to those with optimal CRF profile. Targeted prevention efforts to achieve optimal cardiovascular risk profile are imperative to reduce the persistent burden of premature all-cause and CVD mortality in the US.
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Affiliation(s)
- Ryan T Nguyen
- Department of Medicine, Houston Methodist, Houston, TX, US
| | - Vardhmaan Jain
- Department of Cardiovascular Medicine, Emory University School of Medicine, Atlanta, GA, US
| | - Isaac Acquah
- Methodist DeBakey Heart and Vascular Center, Houston, TX, US
| | - Safi U Khan
- Methodist DeBakey Heart and Vascular Center, Houston, TX, US
- Department of Cardiovascular Medicine, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX, US
| | - Tarang Parekh
- Cardiovascular Prevention and Wellness, Department of Cardiovascular Medicine, Houston, US
- Center for Health Data Science and Analytics, Houston Methodist, Houston, TX, US
| | - Mohamad Taha
- Methodist DeBakey Heart and Vascular Center, Houston, TX, US
- Department of Cardiovascular Medicine, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX, US
| | - Salim S Virani
- Department of Medicine, The Aga Khan University, Karachi, Pakistan
- Department of Cardiology, Texas Heart Institute, Baylor College of Medicine, Houston, TX, US
| | - Michael J Blaha
- Department of Cardiology, Johns Hopkins University, Baltimore, MD, US
| | - Khurram Nasir
- Methodist DeBakey Heart and Vascular Center, Houston, TX, US
- Department of Cardiovascular Medicine, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX, US
- Cardiovascular Prevention and Wellness, Department of Cardiovascular Medicine, Houston, US
| | - Zulqarnain Javed
- Center for Cardiovascular Computational Health and Precision Medicine, Houston Methodist, Houston, TX, USA.
- Houston Methodist Academic Institute, Houston, TX, USA.
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Acquah I, Cainzos-Achirica M, Taha MB, Lahan S, Blaha MJ, Al-Kindi SG, Khan SU, Sharma G, Budoff MJ, Nasir K. Social disadvantage, coronary artery calcium, and their interplay in the prediction of atherosclerotic cardiovascular disease events. Atherosclerosis 2024; 388:117355. [PMID: 37940398 PMCID: PMC10843574 DOI: 10.1016/j.atherosclerosis.2023.117355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Revised: 10/17/2023] [Accepted: 10/17/2023] [Indexed: 11/10/2023]
Abstract
BACKGROUND AND AIMS Social determinants of health (SDOH) are key for the identification of populations at increased risk of atherosclerotic cardiovascular disease (ASCVD). However, whether at the individual level SDOH improve current ASCVD risk prediction paradigms beyond traditional risk factors and the coronary artery calcium (CAC) score, is unknown. We evaluated the interplay between CAC and SDOH in ASCVD risk prediction. METHODS MESA is a prospective study of US adults free of clinical ASCVD at baseline. We used an SDOH index inclusive of 14 determinants from 5 domains. The index ranged 0-1 and was divided into quartiles, with higher ones representing worse SDOH. Cox regression was used to evaluate the adjusted associations between CAC, SDOH, their interplay, and ASCVD events. The C-statistic was computed to assess improvement in risk discrimination for prediction of ASCVD events. RESULTS We included 6479 MESA participants (50% with CAC = 0, 24% CAC>100). ASCVD incidence increased with increasing CAC scores across SDOH quartiles. The lowest incidence was noted in those with CAC = 0 and favourable SDOH (2/1000 person-years) and highest in those with CAC>100 and most unfavourable SDOH (20.6/1000 person-years). While CAC was strongly associated with ASCVD across SDOH quartiles, SDOH was weakly associated with ASCVD across CAC strata. CAC improved the discriminatory ability of all prediction models beyond traditional risk factors, the improvement in C-statistic ranging +0.02 - +0.05. Improvements with SDOH were smaller, and were none on top of CAC. CONCLUSIONS CAC improves ASCVD risk stratification across the spectrum of social vulnerability, while SDOH fail to improve risk prediction beyond traditional RFs and CAC.
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Affiliation(s)
- Isaac Acquah
- Department of Internal Medicine, MedStar Union Memorial Hospital, Baltimore, MD, USA; Center for Outcomes Research, Houston Methodist, Houston, TX, USA
| | - Miguel Cainzos-Achirica
- Department of Cardiology, Barcelona, Spain; Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA; Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Mohamad B Taha
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Shubham Lahan
- Center for Outcomes Research, Houston Methodist, Houston, TX, USA; Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Michael J Blaha
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD, USA
| | - Sadeer G Al-Kindi
- Department of Cardiology, Case Western University Hospitals, Cleveland, OH, USA
| | - Safi U Khan
- Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Garima Sharma
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Matthew J Budoff
- Harbor-UCLA Medical Center, Torrance, CA, USA; David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Khurram Nasir
- Center for Outcomes Research, Houston Methodist, Houston, TX, USA; Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA; Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Hagan K, Javed Z, Cainzos-Achirica M, Hyder AA, Mossialos E, Yahya T, Acquah I, Valero-Elizondo J, Pan A, Nwana N, Taha M, Nasir K. Cumulative social disadvantage and health-related quality of life: national health interview survey 2013-2017. BMC Public Health 2023; 23:1710. [PMID: 37667245 PMCID: PMC10476290 DOI: 10.1186/s12889-023-16168-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 06/21/2023] [Indexed: 09/06/2023] Open
Abstract
BACKGROUND Evidence for the association between social determinants of health (SDoH) and health-related quality of life (HRQoL) is largely based on single SDoH measures, with limited evaluation of cumulative social disadvantage. We examined the association between cumulative social disadvantage and the Health and Activity Limitation Index (HALex). METHODS Using adult data from the National Health Interview Survey (2013-2017), we created a cumulative disadvantage index by aggregating 47 deprivations across 6 SDoH domains. Respondents were ranked using cumulative SDoH index quartiles (SDoH-Q1 to Q4), with higher quartile groups being more disadvantaged. We used two-part models for continuous HALex scores and logistic regression for poor HALex (< 20th percentile score) to examine HALex differences associated with cumulative disadvantage. Lower HALex scores implied poorer HRQoL performance. RESULTS The study sample included 156,182 respondents, representing 232.8 million adults in the United States (mean age 46 years; 51.7% women). The mean HALex score was 0.85 and 17.7% had poor HALex. Higher SDoH quartile groups had poorer HALex performance (lower scores and increased prevalence of poor HALex). A unit increase in SDoH index was associated with - 0.010 (95% CI [-0.011, -0.010]) difference in HALex score and 20% higher odds of poor HALex (odds ratio, OR = 1.20; 95% CI [1.19, 1.21]). Relative to SDoH-Q1, SDoH-Q4 was associated with HALex score difference of -0.086 (95% CI [-0.089, -0.083]) and OR = 5.32 (95% CI [4.97, 5.70]) for poor HALex. Despite a higher burden of cumulative social disadvantage, Hispanics had a weaker SDoH-HALex association than their non-Hispanic White counterparts. CONCLUSIONS Cumulative social disadvantage was associated with poorer HALex performance in an incremental fashion. Innovations to incorporate SDoH-screening tools into clinical decision systems must continue in order to accurately identify socially vulnerable groups in need of both clinical risk mitigation and social support. To maximize health returns, policies can be tailored through community partnerships to address systemic barriers that exist within distinct sociodemographic groups, as well as demographic differences in health perception and healthcare experience.
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Affiliation(s)
- Kobina Hagan
- Division of Health Equity and Health Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA
| | - Zulqarnain Javed
- Division of Health Equity and Health Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA
| | - Miguel Cainzos-Achirica
- Division of Health Equity and Health Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, 6550 Fannin St Suite 1801, 77030, Houston, TX, USA
| | - Adnan A Hyder
- Center on Commercial Determinants of Health, Milken Institute School of Public Health, The George Washington University, Washington, DC, USA
| | - Elias Mossialos
- Department of Health Policy, London School of Economics and Political Sciences, London, UK
- Centre for Health Policy, Imperial College London, London, UK
| | - Tamer Yahya
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, 6550 Fannin St Suite 1801, 77030, Houston, TX, USA
| | - Isaac Acquah
- Division of Health Equity and Health Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA
| | - Javier Valero-Elizondo
- Division of Health Equity and Health Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA
| | - Alan Pan
- Division of Health Equity and Health Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA
| | - Nwabunie Nwana
- Division of Health Equity and Health Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA
| | - Mohamad Taha
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, 6550 Fannin St Suite 1801, 77030, Houston, TX, USA
| | - Khurram Nasir
- Division of Health Equity and Health Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA.
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, 6550 Fannin St Suite 1801, 77030, Houston, TX, USA.
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Taha MB, Javed Z, Nwana N, Acquah I, Satish P, Sharma G, Sabouret P, Cainzos-Achirica M, Nasir K. Body Mass Index and All-Cause and Cardiovascular Mortality in United States Adults With and Without Atherosclerotic Cardiovascular Disease: Findings from the National Health Interview Survey. Popul Health Manag 2023; 26:254-267. [PMID: 37590068 DOI: 10.1089/pop.2022.0280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/18/2023] Open
Abstract
In a nationally representative population-based study of US adults, the authors sought to examine the association between body mass index (BMI) and all-cause and cardiovascular disease (CVD) mortality in a nationally representative sample of adults with and without atherosclerotic cardiovascular disease (ASCVD), and further stratified by age, sex, and race/ethnicity. The study used data from 2006 to 2015 National Health Interview Survey and categorized participants into the following BMI categories: normal weight (20-24.9), overweight (25-29.9), obesity class 1 (30-34.9), obesity class 2 (35-39.9), and obesity class 3 (≥40 kg/m2). Multivariable Cox proportional hazards models were used to assess the risk of all-cause and CVD mortality across successively increasing BMI categories overall, and by sociodemographic subgroups. A total of 210,923 individuals were included in the final analysis. In the population without ASCVD, the risk of all-cause and CVD mortality was lower in overweight and higher in obesity classes 2 and 3, compared with normal weight, with the highest risk observed in the young adult (age 18-39) population. Elderly adults (65 and above) and populations with ASCVD exhibited a BMI-mortality paradox. In addition, Hispanic individuals did not show a relationship between BMI and mortality compared with non-Hispanic White and Black adults. In conclusion, being overweight was associated with decreased risk, whereas obesity class 3 was consistently associated with increased risk of all-cause and CVD mortality in adults without ASCVD, particularly young adults. BMI-mortality paradox was noted in ASCVD, elderly, and non-Hispanic adults.
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Affiliation(s)
- Mohamad B Taha
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas, USA
| | - Zulqarnain Javed
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas, USA
- Houston Methodist Academic Institute, Houston, Texas, USA
- Center for Cardiovascular Computational Health & Precision Medicine (C3-PH), Houston Methodist, Houston, Texas, USA
| | - Nwabunie Nwana
- Houston Methodist Academic Institute, Houston, Texas, USA
- Center for Cardiovascular Computational Health & Precision Medicine (C3-PH), Houston Methodist, Houston, Texas, USA
| | - Isaac Acquah
- Houston Methodist Academic Institute, Houston, Texas, USA
- Center for Cardiovascular Computational Health & Precision Medicine (C3-PH), Houston Methodist, Houston, Texas, USA
| | - Priyanka Satish
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas, USA
| | - Garima Sharma
- Division of Cardiology, Johns Hopkins Ciccarone Center for Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Pierre Sabouret
- Department of Cardiology, Heart Institute, Pitié Salpêtrière Hospital (AP-HP), Sorbonne University, Paris, France
| | - Miguel Cainzos-Achirica
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas, USA
- Houston Methodist Academic Institute, Houston, Texas, USA
- Center for Cardiovascular Computational Health & Precision Medicine (C3-PH), Houston Methodist, Houston, Texas, USA
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas, USA
- Houston Methodist Academic Institute, Houston, Texas, USA
- Center for Cardiovascular Computational Health & Precision Medicine (C3-PH), Houston Methodist, Houston, Texas, USA
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Khan N, Javed Z, Acquah I, Hagan K, Khan M, Valero-Elizondo J, Chang R, Javed U, Taha MB, Blaha MJ, Virani SS, Sharma G, Blankstein R, Gulati M, Mossialos E, Hyder AA, Achirica MC, Nasir K. Low educational attainment is associated with higher all-cause and cardiovascular mortality in the United States adult population. BMC Public Health 2023; 23:900. [PMID: 37193999 DOI: 10.1186/s12889-023-15621-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 04/06/2023] [Indexed: 05/18/2023] Open
Abstract
INTRODUCTION Educational attainment is an important social determinant of health (SDOH) for cardiovascular disease (CVD). However, the association between educational attainment and all-cause and CVD mortality has not been longitudinally evaluated on a population-level in the US, especially in individuals with atherosclerotic cardiovascular disease (ASCVD). In this nationally representative study, we assessed the association between educational attainment and the risk of all-cause and cardiovascular (CVD) mortality in the general adult population and in adults with ASCVD in the US. METHODS We used data from the 2006-2014 National Death Index-linked National Health Interview Survey for adults ≥ 18 years. We generated age-adjusted mortality rates (AAMR) by levels of educational attainment (< high school (HS), HS/General Education Development (GED), some college, and ≥ College) in the overall population and in adults with ASCVD. Cox proportional hazards models were used to examine the multivariable-adjusted associations between educational attainment and all-cause and CVD mortality. RESULTS The sample comprised 210,853 participants (mean age 46.3), representing ~ 189 million adults annually, of which 8% had ASCVD. Overall, 14.7%, 27%, 20.3%, and 38% of the population had educational attainment < HS, HS/GED, Some College, and ≥ College, respectively. During a median follow-up of 4.5 years, all-cause age-adjusted mortality rates were 400.6 vs. 208.6 and 1446.7 vs. 984.0 for the total and ASCVD populations for < HS vs ≥ College education, respectively. CVD age adjusted mortality rates were 82.1 vs. 38.7 and 456.4 vs 279.5 for the total and ASCVD populations for < HS vs ≥ College education, respectively. In models adjusting for demographics and SDOH, < HS (reference = ≥ College) was associated with 40-50% increased risk of mortality in the total population and 20-40% increased risk of mortality in the ASCVD population, for both all-cause and CVD mortality. Further adjustment for traditional risk factors attenuated the associations but remained statistically significant for < HS in the overall population. Similar trends were seen across sociodemographic subgroups including age, sex, race/ethnicity, income, and insurance status. CONCLUSIONS Lower educational attainment is independently associated with increased risk of all-cause and CVD mortality in both the total and ASCVD populations, with the highest risk observed for individuals with < HS education. Future efforts to understand persistent disparities in CVD and all-cause mortality should pay close attention to the role of education, and include educational attainment as an independent predictor in mortality risk prediction algorithms.
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Affiliation(s)
- Najah Khan
- Department of Internal Medicine, Houston Methodist Hospital, Houston, TX), USA
- Center for Cardiovascular Computational Health and Precision Medicine (C3-PH) , Houston Methodist, Houston, TX), USA
- Houston Methodist Academic Institute, Houston Methodist, Houston, TX), USA
| | - Zulqarnain Javed
- Center for Cardiovascular Computational Health and Precision Medicine (C3-PH) , Houston Methodist, Houston, TX), USA
- Houston Methodist Academic Institute, Houston Methodist, Houston, TX), USA
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, 6550 Fannin St Suite 1801, Houston, TX, 77030, USA
| | - Isaac Acquah
- Houston Methodist Academic Institute, Houston Methodist, Houston, TX), USA
- Department of Medicine, MedStar Union Memorial Hospital, Baltimore, MD, 21218, USA
| | - Kobina Hagan
- Houston Methodist Academic Institute, Houston Methodist, Houston, TX), USA
| | - Madiha Khan
- Department of Internal Medicine, Houston Methodist Hospital, Houston, TX), USA
| | | | - Ryan Chang
- Washington University in St. Louis, St. Louis, MO), USA
| | - Umair Javed
- National University of Medical Sciences, Rawalpindi, Pakistan
| | - Mohamad B Taha
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, 6550 Fannin St Suite 1801, Houston, TX, 77030, USA
| | - Michael J Blaha
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD), USA
| | - Salim S Virani
- Michael E. DeBakey Veterans Affairs Medical Center and Baylor College of Medicine, Houston, TX), USA
| | - Garima Sharma
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD), USA
| | - Ron Blankstein
- Cardiovascular Imaging Program, Department of Medicine and Radiology, Brigham and Women's Hospital, Boston, MA), USA
| | - Martha Gulati
- Department of Preventive Cardiology, Harbor-UCLA Medical Center, Los Angeles, CA, USA
| | - Elias Mossialos
- Department of Health Policy, London School of Economics and Political Science, London, UK
| | - Adnan A Hyder
- Center On Commercial Determinants of Health, Milken Institute School of Public Health, The George Washington University, Washington, DC, USA
| | - Miguel Cainzos Achirica
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD), USA
- Department of Cardiology, Hospital del Mar / Parc de Salut Mar, Barcelona, Spain
| | - Khurram Nasir
- Center for Cardiovascular Computational Health and Precision Medicine (C3-PH) , Houston Methodist, Houston, TX), USA.
- Houston Methodist Academic Institute, Houston Methodist, Houston, TX), USA.
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, 6550 Fannin St Suite 1801, Houston, TX, 77030, USA.
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Acquah I, Hagan K, Javed Z, Taha MB, Valero-Elizondo J, Nwana N, Yahya T, Sharma G, Gulati M, Hammoud A, Shapiro MD, Blankstein R, Blaha MJ, Cainzos-Achirica M, Nasir K. Social Determinants of Cardiovascular Risk, Subclinical Cardiovascular Disease, and Cardiovascular Events. J Am Heart Assoc 2023; 12:e025581. [PMID: 36926956 PMCID: PMC10111542 DOI: 10.1161/jaha.122.025581] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]
Abstract
Background Although there is research on the impact of social determinants of health (SDOHs) on cardiovascular health, most existing evidence is based on individual SDOH components. We evaluated the impact of cumulative SDOH burden on cardiovascular risk factors, subclinical atherosclerosis, and incident cardiovascular disease events. Methods and Results We included 6479 participants from the MESA (Multi-Ethnic Study of Atherosclerosis). A weighted aggregate SDOH score representing the cumulative number of unfavorable SDOHs, identified from 14 components across 5 domains (economic stability, neighborhood and physical environment, community and social context, education, and health care system access) was calculated and divided into quartiles (quartile 4 being the least favorable). The impact of cumulative SDOH burden on cardiovascular risk factors (hypertension, diabetes, dyslipidemia, smoking, and obesity), systemic inflammation, subclinical atherosclerosis, and incident cardiovascular disease was evaluated. Increasing social disadvantage was associated with increased odds of all cardiovascular risk factors except dyslipidemia. Smoking was the risk factor most strongly associated with worse SDOH (odds ratio [OR], 2.67 for quartile 4 versus quartile 1 [95% CI, 2.13-3.34]). Participants within SDOH quartile 4 had 33% higher odds of increased high-sensitivity C-reactive protein (OR, 1.33 [95% CI, 1.11-1.60]) and 31% higher risk of all cardiovascular disease (hazard ratio, 1.31 [95% CI, 1.03-1.67]), yet no greater burden of subclinical atherosclerosis (OR, 1.01 [95% CI, 0.79-1.29]), when compared with those in quartile 1. Conclusions Increasing social disadvantage was associated with more prevalent cardiovascular risk factors, inflammation, and incident cardiovascular disease. These findings call for better identification of SDOHs in clinical practice and stronger measures to mitigate the higher SDOH burden among the socially disadvantaged to improve cardiovascular outcomes.
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Affiliation(s)
- Isaac Acquah
- Center for Outcomes Research Houston Methodist Houston TX
| | - Kobina Hagan
- Center for Outcomes Research Houston Methodist Houston TX
| | - Zulqarnain Javed
- Division of Health Disparities and Equity Research Center for Outcomes Research, Houston Methodist Houston TX
| | - Mohamad B Taha
- Division of Cardiovascular Prevention and Wellness Houston Methodist DeBakey Heart and Vascular Center Houston TX
| | | | - Nwabunie Nwana
- Center for Outcomes Research Houston Methodist Houston TX
| | - Tamer Yahya
- Division of Cardiovascular Prevention and Wellness Houston Methodist DeBakey Heart and Vascular Center Houston TX
| | - Garima Sharma
- Ciccarone Center for the Prevention of Cardiovascular Disease Johns Hopkins University School of Medicine Baltimore MD
| | - Martha Gulati
- Division of Cardiology University of Arizona (Phoenix) Phoenix AZ
| | | | - Michael D Shapiro
- Section of Cardiovascular Medicine Wake Forest School of Medicine Winston Salem NC
| | - Ron Blankstein
- Cardiovascular Imaging Program, Department of Medicine and Radiology Brigham and Women's Hospital Boston MA
| | - Michael J Blaha
- Ciccarone Center for the Prevention of Cardiovascular Disease Johns Hopkins University School of Medicine Baltimore MD
| | - Miguel Cainzos-Achirica
- Center for Outcomes Research Houston Methodist Houston TX
- Division of Cardiovascular Prevention and Wellness Houston Methodist DeBakey Heart and Vascular Center Houston TX
| | - Khurram Nasir
- Center for Outcomes Research Houston Methodist Houston TX
- Division of Cardiovascular Prevention and Wellness Houston Methodist DeBakey Heart and Vascular Center Houston TX
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Nwana N, Taha MB, Javed Z, Gullapelli R, Nicolas JC, Jones SL, Acquah I, Khan S, Satish P, Mahajan S, Cainzos-Achirica M, Nasir K. Neighborhood deprivation and morbid obesity: Insights from the Houston Methodist Cardiovascular Disease Health System Learning Registry. Prev Med Rep 2022; 31:102100. [PMID: 36820380 PMCID: PMC9938328 DOI: 10.1016/j.pmedr.2022.102100] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 12/19/2022] [Accepted: 12/22/2022] [Indexed: 12/25/2022] Open
Abstract
This study examined the relationship between a validated measure of socioeconomic deprivation, such as the Area Deprivation Index (ADI), and morbid obesity. We used cross-sectional data on adult patients (≥18 years) in the Houston Methodist Cardiovascular Disease Health System Learning Registry (located in Houston, Texas, USA) between June 2016 and July 2021. Each patient was grouped by quintiles of ADI, with higher quintiles signaling greater deprivation. BMI was calculated using measured height and weight with morbid obesity defined as ≥ 40 kg/m2. Multivariable logistic regression models were used to examine the association between ADI and morbid obesity adjusting for demographic (age, sex, and race/ethnicity) factors. Out of the 751,174 adults with an ADI ranking included in the analysis, 6.9 % had morbid obesity (n = 51,609). Patients in the highest ADI quintile had a higher age-adjusted prevalence (10.9 % vs 3.3 %), and about 4-fold odds (aOR, 3.8; 95 % CI = 3.6, 3.9) of morbid obesity compared to the lowest ADI quintile. We tested for and found interaction effects between ADI and each demographic factor, with stronger ADI-morbid obesity association observed for patients that were female, Hispanic, non-Hispanic White and 40-65 years old. The highest ADI quintile also had a high prevalence (44 %) of any obesity (aOR, 2.2; 95 % CI = 2.1, 2.2). In geospatial mapping, areas with higher ADI were more likely to have higher proportion of patients with morbid obesity. Census-based measures, like the ADI, may be informative for area-level obesity reduction strategies as it can help identify neighborhoods at high odds of having patients with morbid obesity.
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Key Words
- ADI, Area Deprivation Index
- BMI, Body Mass Index
- CA, Catchment Area
- CI, Confidence Interval
- CVD, Cardiovascular Diseases
- Data-driven
- ED, Emergency Department
- FIPS, Federal Information Processing Standards
- HM, Houston Methodist
- Health equity
- IRB, Internal Review Board
- Morbid obesity
- Neighborhood deprivation
- OR, Odds Ratio
- SD, Standard Deviation
- SDOH, Social Determinants of Health
- SES, Socio-Economic Status
- US, United States
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Affiliation(s)
- Nwabunie Nwana
- Center for Outcomes Research, Houston Methodist Hospital, Houston, TX, USA
| | - Mohamad B. Taha
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX, USA
| | - Zulqarnain Javed
- Division of Health Disparities and Equity Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA
| | - Rakesh Gullapelli
- Center for Outcomes Research, Houston Methodist Hospital, Houston, TX, USA
| | - Juan C. Nicolas
- Center for Outcomes Research, Houston Methodist Hospital, Houston, TX, USA
| | - Stephen L. Jones
- Center for Outcomes Research, Houston Methodist Hospital, Houston, TX, USA
| | - Isaac Acquah
- Center for Outcomes Research, Houston Methodist Hospital, Houston, TX, USA
| | - Safi Khan
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX, USA
| | - Priyanka Satish
- Center for Outcomes Research, Houston Methodist Hospital, Houston, TX, USA,Division of Health Disparities and Equity Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA,Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX, USA
| | - Shivani Mahajan
- Center for Outcomes Research, Houston Methodist Hospital, Houston, TX, USA,Division of Health Disparities and Equity Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA,Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX, USA
| | - Miguel Cainzos-Achirica
- Center for Outcomes Research, Houston Methodist Hospital, Houston, TX, USA,Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX, USA
| | - Khurram Nasir
- Center for Outcomes Research, Houston Methodist Hospital, Houston, TX, USA,Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX, USA,Corresponding author at: Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, 6550 Fannin St Suite 1801, Houston, TX 77030, USA.
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Valero-Elizondo J, Javed Z, Khera R, Tano ME, Dudum R, Acquah I, Hyder AA, Andrieni J, Sharma G, Blaha MJ, Virani SS, Blankstein R, Cainzos-Achirica M, Nasir K. Unfavorable social determinants of health are associated with higher burden of financial toxicity among patients with atherosclerotic cardiovascular disease in the US: findings from the National Health Interview Survey. Arch Public Health 2022; 80:248. [PMID: 36474300 PMCID: PMC9727868 DOI: 10.1186/s13690-022-00987-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 10/10/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Atherosclerotic cardiovascular disease (ASCVD) is a major cause of financial toxicity, defined as excess financial strain from healthcare, in the US. Identifying factors that put patients at greatest risk can help inform more targeted and cost-effective interventions. Specific social determinants of health (SDOH) such as income are associated with a higher risk of experiencing financial toxicity from healthcare, however, the associations between more comprehensive measures of cumulative social disadvantage and financial toxicity from healthcare are poorly understood. METHODS Using the National Health Interview Survey (2013-17), we assessed patients with self-reported ASCVD. We identified 34 discrete SDOH items, across 6 domains: economic stability, education, food poverty, neighborhood conditions, social context, and health systems. To capture the cumulative effect of SDOH, an aggregate score was computed as their sum, and divided into quartiles, the highest (quartile 4) containing the most unfavorable scores. Financial toxicity included presence of: difficulty paying medical bills, and/or delayed/foregone care due to cost, and/or cost-related medication non-adherence. RESULTS Approximately 37% of study participants reported experiencing financial toxicity from healthcare, with a prevalence of 15% among those in SDOH Q1 vs 68% in SDOH Q4. In fully-adjusted regression analyses, individuals in the 2nd, 3rd and 4th quartiles of the aggregate SDOH score had 1.90 (95% CI 1.60, 2.26), 3.66 (95% CI 3.11, 4.35), and 8.18 (95% CI 6.83, 9.79) higher odds of reporting any financial toxicity from healthcare, when compared with participants in the 1st quartile. The associations were consistent in age-stratified analyses, and were also present in analyses restricted to non-economic SDOH domains and to 7 upstream SDOH features. CONCLUSIONS An unfavorable SDOH profile was strongly and independently associated with subjective financial toxicity from healthcare. This analysis provides further evidence to support policies and interventions aimed at screening for prevalent financial toxicity and for high financial toxicity risk among socially vulnerable groups.
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Affiliation(s)
- Javier Valero-Elizondo
- Department of Cardiology, Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart & Vascular Center, 7550 Greenbriar Drive, Houston, TX, 77030, USA.
- Center for Outcomes Research, Houston Methodist, 7550 Greenbriar Drive, Houston, TX, 77030, USA.
| | - Zulqarnain Javed
- Department of Cardiology, Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart & Vascular Center, 7550 Greenbriar Drive, Houston, TX, 77030, USA
- Center for Outcomes Research, Houston Methodist, 7550 Greenbriar Drive, Houston, TX, 77030, USA
| | - Rohan Khera
- Department of Internal Medicine, Section of Cardiovascular Medicine, Yale School of Medicine, New Haven, CT, USA
- Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, CT, USA
| | - Mauricio E Tano
- Center for Outcomes Research, Houston Methodist, 7550 Greenbriar Drive, Houston, TX, 77030, USA
| | - Ramzi Dudum
- Division of Cardiovascular Medicine, Stanford University, Stanford, CA, USA
| | - Isaac Acquah
- Center for Outcomes Research, Houston Methodist, 7550 Greenbriar Drive, Houston, TX, 77030, USA
| | - Adnan A Hyder
- Milken Institute School of Public Health, George Washington University, Washington, DC, USA
| | - Julia Andrieni
- Population Health and Primary Care, Houston Methodist Hospital, Houston, TX, USA
| | - Garima Sharma
- Department of Medicine, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Michael J Blaha
- Department of Medicine, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Baltimore, MD, USA
| | - Salim S Virani
- Section of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA
- Health Policy, Quality & Informatics Program, Michael E. DeBakey VA Medical Center Health Services Research & Development Center for Innovations in Quality, Effectiveness, and Safety, Houston, TX, USA
- Department of Medicine, Section of Cardiology, Baylor College of Medicine, Houston, TX, USA
- Department of Medicine, Section of Cardiovascular Research, Baylor College of Medicine, Houston, TX, USA
| | - Ron Blankstein
- Cardiovascular Imaging Program, Cardiovascular Division and Department of Radiology, Brigham and Women's Hospital, Boston, MA, USA
| | - Miguel Cainzos-Achirica
- Department of Cardiology, Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart & Vascular Center, 7550 Greenbriar Drive, Houston, TX, 77030, USA
- Center for Outcomes Research, Houston Methodist, 7550 Greenbriar Drive, Houston, TX, 77030, USA
| | - Khurram Nasir
- Department of Cardiology, Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart & Vascular Center, 7550 Greenbriar Drive, Houston, TX, 77030, USA
- Center for Outcomes Research, Houston Methodist, 7550 Greenbriar Drive, Houston, TX, 77030, USA
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Acquah I, Hagan K, Valero-Elizondo J, Javed Z, Butt SA, Mahajan S, Taha MB, Hyder AA, Mossialos E, Cainzos-Achirica M, Nasir K. Delayed medical care due to transportation barriers among adults with atherosclerotic cardiovascular disease. Am Heart J 2022; 245:60-69. [PMID: 34902312 DOI: 10.1016/j.ahj.2021.11.019] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 11/06/2021] [Accepted: 11/19/2021] [Indexed: 01/09/2023]
Abstract
BACKGROUND In patients with atherosclerotic cardiovascular disease (ASCVD), barriers related to transportation may impair access to care, with potential implications for prognosis. Although few studies have explored transportation barriers among patients with ASCVD, the correlates of delayed care due to transportation barriers have not been examined in this population. We aimed to examine this in U.S. patients with ASCVD using nationally representative data. METHODS Using data from the 2009-2018 National Health Interview Survey, we estimated the self-reported prevalence of delayed medical care due to transportation barriers among adults with ASCVD, overall and by sociodemographic characteristics. Logistic regression was used to examine the association between various sociodemographic characteristics and delayed care due to transportation barriers. RESULTS Among adults with ASCVD, 4.5% (95% CI; 4.2, 4.8) or ∼876,000 annually reported delayed care due to transportation barriers. Income (low-income: odds ratio [OR] 4.43, 95% CI [3.04, 6.46]; lowest-income: OR 6.35, 95% CI [4.36, 9.23]) and Medicaid insurance (OR 4.53; 95% CI [3.27, 6.29]) were strongly associated with delayed care due to transportation barriers. Additionally, younger individuals, women, non-Hispanic Black adults, and those from the U.S. South or Midwest, had higher odds of reporting delayed care due to transportation barriers. CONCLUSIONS Approximately 5% of adults with ASCVD experience delayed care due to transportation barriers. Vulnerable groups include young adults, women, low-income people, and those with public/no insurance. Future studies should analyze the feasibility and potential benefits of interventions such as use of telehealth, mobile clinics, and provision of transportation among patients with ASCVD in the U.S.
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Affiliation(s)
- Isaac Acquah
- Center for Outcomes Research, Houston Methodist, Houston, TX
| | - Kobina Hagan
- Center for Outcomes Research, Houston Methodist, Houston, TX
| | - Javier Valero-Elizondo
- Center for Outcomes Research, Houston Methodist, Houston, TX; Division for Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX
| | | | - Sara Ayaz Butt
- Center for Outcomes Research, Houston Methodist, Houston, TX
| | - Shiwani Mahajan
- The Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, CT; Department of Internal Medicine, Yale School of Medicine, New Haven, CT
| | - Mohamad Badie Taha
- Department of Medicine, University of Florida College of Medicine, Gainesville, FL
| | - Adnan A Hyder
- Center on Commercial Determinants of Health, Milken Institute School of Public Health, The George Washington University, Washington, DC
| | - Elias Mossialos
- Department of Health Policy, London School of Economics and Political Science, London, UK
| | - Miguel Cainzos-Achirica
- Center for Outcomes Research, Houston Methodist, Houston, TX; Division for Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX
| | - Khurram Nasir
- Center for Outcomes Research, Houston Methodist, Houston, TX; Division for Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX.
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Nguyen RT, Khan S, Acquah I, Javed Z, Valero-Elizondo J, Taha MB, Virani SS, Blaha M, Hanif B, Blankstein R, Sharma G, Cainzos-Achirica M, Nasir K. ASSOCIATION OF CARDIOVASCULAR RISK PROFILE WITH ALL-CAUSE AND CARDIOVASCULAR MORTALITY IN NON-ELDERLY US ADULTS, 2006-2014. J Am Coll Cardiol 2022. [DOI: 10.1016/s0735-1097(22)02489-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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11
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Yahya T, Acquah I, Taha MB, Valero-Elizondo J, Al-Mallah MH, Chamsi-Pasha MA, Zoghbi WA, Soliman A, Faza N, Cainzos-Achirica M, Nasir K. Cardiovascular risk profile of Middle Eastern immigrants living in the United States-the National Health Interview Survey. Am J Prev Cardiol 2022; 9:100312. [PMID: 35024678 PMCID: PMC8732795 DOI: 10.1016/j.ajpc.2021.100312] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 12/17/2021] [Accepted: 12/22/2021] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Middle Eastern (ME) immigrants are one of the fastest-growing groups in the US. Although ME countries have a high burden of atherosclerotic cardiovascular disease (ASCVD), the cardiovascular health status among ME immigrants in the US has not been studied in detail. This study aims to characterize the cardiovascular health status (CVD risk factors and ASCVD burden) among ME immigrants in the US. METHODS We used 2012-2018 data from the National Health Interview Survey, a US nationally representative survey. ME origin, CVD risk factors, and ASCVD status were self-reported. We compared these to US-born non-Hispanic white (NHW) individuals in the US. RESULTS Among 139,778 adults included, 886 (representing 1.3 million individuals, mean age 46.8) were of ME origin, and 138,892 were US-born NHWs (representing 150 million US adults, mean age 49.3). ME participants were more likely to have higher education, lower income and be uninsured. The age-adjusted prevalence of hypertension (22.4% vs 27.4%) and obesity (21.4% vs 31.4%) were significantly lower in ME vs NHW participants, respectively. There were no significant differences between the groups in the age-adjusted prevalence of ASCVD, diabetes, hyperlipidemia, and smoking. Only insufficient physical activity was higher among ME individuals. ME immigrants living in the US for 10 years or more reported higher age-adjusted prevalence of hypertension, hyperlipidemia, and ASCVD. CONCLUSIONS ME immigrants in the US have lower odds of hypertension and obesity, and of having a suboptimal CRF profile compared to US-born NHWs. Further studies are needed to determine whether these findings are related to lower risk, selection of a healthier ME subgroup in NHIS, or possible under-detection of cardiovascular risk factors in ME immigrants living in the US.
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Affiliation(s)
- Tamer Yahya
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, 6550 Fannin St Suite 1801, Houston TX 77030, USA
| | - Isaac Acquah
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, 6550 Fannin St Suite 1801, Houston TX 77030, USA
- Center for Outcomes Research, Houston Methodist, Houston TX, USA
| | - Mohamad B Taha
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, 6550 Fannin St Suite 1801, Houston TX 77030, USA
| | | | - Mouaz H. Al-Mallah
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, 6550 Fannin St Suite 1801, Houston TX 77030, USA
| | - Mohammed A. Chamsi-Pasha
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, 6550 Fannin St Suite 1801, Houston TX 77030, USA
| | - William A. Zoghbi
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, 6550 Fannin St Suite 1801, Houston TX 77030, USA
| | - Ahmed Soliman
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, 6550 Fannin St Suite 1801, Houston TX 77030, USA
| | - Nadeen Faza
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, 6550 Fannin St Suite 1801, Houston TX 77030, USA
| | - Miguel Cainzos-Achirica
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, 6550 Fannin St Suite 1801, Houston TX 77030, USA
- Center for Outcomes Research, Houston Methodist, Houston TX, USA
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, 6550 Fannin St Suite 1801, Houston TX 77030, USA
- Center for Outcomes Research, Houston Methodist, Houston TX, USA
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Butt S, Tano M, Valero-Elizondo J, Javed Z, Hagan K, Acquah I, Mossialos E, Nikoloski Z, Achirica MC, Nasir K. MULTIDIMENSIONAL POVERTY AS A SOCIAL DETERMINANT OF HEALTH FOR ATHEROSCLEROTIC CARDIOVASCULAR DISEASE IN THE UNITED STATES. J Am Coll Cardiol 2022. [DOI: 10.1016/s0735-1097(22)02423-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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13
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Nasir K, Acquah I, Dey AK, Agrawal T, Hassan SZ, Glassner K, Abraham B, Quigley EM, Blankstein R, Virani SS, Blaha MJ, Valero-Elizondo J, Cainzos-Achirica M, Mehta NN. Inflammatory bowel disease and atherosclerotic cardiovascular disease in U.S. adults—A population-level analysis in the national health interview survey. Am J Prev Cardiol 2022; 9:100316. [PMID: 35112094 PMCID: PMC8790599 DOI: 10.1016/j.ajpc.2022.100316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 12/31/2021] [Accepted: 01/15/2022] [Indexed: 11/04/2022] Open
Abstract
Objectives To evaluate the association between inflammatory bowel disease (IBD) and atherosclerotic cardiovascular disease (ASCVD) and whether this association is modified by age or sex. Methods We conducted a cross-sectional analysis using data from the 2015–2016 National Health Interview Survey (NHIS). The exposure of interest was self-reported IBD. The outcome of interest was prevalent ASCVD, which included a history of angina, myocardial infarction or stroke. We used survey-specific descriptive statistics to obtain weighted national estimates for IBD and ASCVD prevalence. Logistic regression models were used to assess the association between IBD and ASCVD, progressively adjusting for demographics and traditional risk factors. Effect modification by age and sex was evaluated. Results Among participants with IBD, the age-adjusted prevalence of ASCVD was 12.0% compared to 6.9% among those without IBD (p < 0.001). In multivariable regression analyses IBD was associated with increased odds of having ASCVD, even after adjustment for demographics and traditional risk factors (odds ratio 1.58, 95% CI 1.17–2.13). We found statistically significant interaction by age (p < 0.001) whereby those in the younger age strata had the strongest association (fully adjusted odds ratio among 18- to 44-year-olds 3.35, 95% CI 1.75, 6.40) while the association was null in those ≥65 years. Effect modification by sex was not observed. Conclusion Our analysis confirms an independent association between IBD and ASCVD in the U.S., particularly among young adults. Further studies are needed to fully establish a causal relationship between IBD and ASCVD, characterize the mechanisms underlying these associations, and identify tailored opportunities for ASCVD prevention in young and middle-aged adults with IBD.
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Onyeaka H, Acquah I, Firth J, Khan B, Baiden P, Muoghalu C, Anugwom G, Torous J. Trends and factors associated with use of digital health technology among adults with serious psychological distress in the United States: A secondary data analysis of the National Health Interview Survey. Popul Med 2022. [DOI: 10.18332/popmed/145913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Khan SU, Acquah I, Javed Z, Valero-Elizondo J, Yahya T, Blankstein R, Virani SS, Blaha MJ, Hyder AA, Dubey P, Vahidy FS, Cainzos-Achirica M, Nasir K. Social Determinants of Health Among Non-Elderly Adults With Stroke in the United States. Mayo Clin Proc 2022; 97:238-249. [PMID: 35120692 DOI: 10.1016/j.mayocp.2021.08.024] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Accepted: 08/31/2021] [Indexed: 10/19/2022]
Abstract
OBJECTIVE To examine the association of social determinants of health (SDOH) on prevalence of stroke in non-elderly adults (<65 years of age). METHODS We used the National Health Interview Survey (2013-2017) database. The study population was stratified into younger (<45 years of age) and middle age (45 to 64 years of age) adults. For each individual, an SDOH aggregate score was calculated representing the cumulative number of individual unfavorable SDOH (present vs absent), identified from 39 subcomponents across five domains (economic stability, neighborhood, community and social context, food, education, and health care system access) and divided into quartiles (quartile 1, most favorable; quartile 4, most unfavorable). Multivariable models tested the association between SDOH score quartiles and stroke. RESULTS The age-adjusted prevalence of stroke was 1.4% in the study population (n=123,631; 58.2% (n=71,956) in patients <45 years of age). Young adults reported approximately 20% of all strokes. Participants with stroke had unfavorable responses to 36 of 39 SDOH; nearly half (48%) of all strokes were reported by participants in the highest SDOH score quartile. A stepwise increase in age-adjusted stroke prevalence was observed across increasing quartiles of SDOH (first, 0.6%; second, 0.9%; third, 1.4%; and fourth, 2.9%). After accounting for demographics and cardiovascular disease risk factors, participants in the fourth vs first quartile had higher odds of stroke (odds ratio, 2.78; 95% CI, 2.25 to 3.45). CONCLUSION Nearly half of all non-elderly individuals with stroke have an unfavorable SDOH profile. Standardized assessment of SDOH risk burden may inform targeted strategies to mitigate disparities in stroke burden and outcomes in this population.
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Affiliation(s)
- Safi U Khan
- Department of Cardiovascular Medicine, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX
| | - Isaac Acquah
- Center for Outcomes Research, Houston Methodist, Houston, TX; Division of Health Equity & Disparities Research, Center for Outcomes Research, Houston Methodist, Houston TX, USA
| | - Zulqarnain Javed
- Division of Health Equity & Disparities Research, Center for Outcomes Research, Houston Methodist, Houston TX, USA
| | - Javier Valero-Elizondo
- Center for Outcomes Research, Houston Methodist, Houston, TX; Division of Health Equity & Disparities Research, Center for Outcomes Research, Houston Methodist, Houston TX, USA
| | - Tamer Yahya
- Center for Outcomes Research, Houston Methodist, Houston, TX; Division of Health Equity & Disparities Research, Center for Outcomes Research, Houston Methodist, Houston TX, USA
| | - Ron Blankstein
- Cardiovascular Division, Brigham and Women's Hospital, Boston, MA
| | - Salim S Virani
- Michael E. DeBakey Veterans Affair Medical Center & Department of Medicine, Baylor College of Medicine, Houston, TX
| | - Michael J Blaha
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University, Baltimore, MD
| | - Adnan A Hyder
- Milken Institute School of Public Health, George Washington University, Washington, DC
| | - Prachi Dubey
- Department of Radiology, Houston Methodist Hospital & Houston Methodist Research Institute, Houston, TX
| | | | - Miguel Cainzos-Achirica
- Center for Outcomes Research, Houston Methodist, Houston, TX; Division of Cardiovascular Prevention and Wellness, Department of Cardiovascular Medicine, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Department of Cardiovascular Medicine, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX; Division of Health Equity & Disparities Research, Center for Outcomes Research, Houston Methodist, Houston TX, USA; Center for Cardiovascular Computational Health & Precision Medicine (C3-PH), Houston Methodist, Houston, TX, USA.
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Sharma G, Grandhi GR, Acquah I, Mszar R, Mahajan S, Khan SU, Javed Z, Mehta LS, Gulati M, Cainzos-Achirica M, Blumenthal RS, Nasir K. Social Determinants of Suboptimal Cardiovascular Health Among Pregnant Women in the United States. J Am Heart Assoc 2022; 11:e022837. [PMID: 35014862 PMCID: PMC9238529 DOI: 10.1161/jaha.121.022837] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Background Suboptimal cardiovascular health (CVH) and social determinants of health (SDOH) have a significant impact on maternal morbidity and mortality. We aimed to evaluate the association of SDOH with suboptimal CVH among pregnant women in the United States. Methods and Results We examined cross‐sectional data of pregnant women aged 18 to 49 years from the National Health Interview Survey (2013–2017). We ascertained optimal and suboptimal CVH based on the presence of 0 to 1 and ≥2 risk factors (hypertension, diabetes, hyperlipidemia, current smoking, obesity, and insufficient physical activity), respectively. We calculated an aggregate SDOH score representing 38 variables from 6 domains (economic stability; neighborhood, physical environment, and social cohesion; community and social context; food; education; and healthcare system) and divided into quartiles. We used Poisson regression model to evaluate the association of SDOH with suboptimal CVH and risk factors. Our study included 1433 pregnant women (28.8±5.5 years, 13% non‐Hispanic Black). Overall, 38.4% (95% CI, 33.9–43.0) had suboptimal CVH versus 51.7% (95% CI, 47.0–56.3) among those in the fourth SDOH quartile. Risk ratios of suboptimal CVH, smoking, obesity, and insufficient physical activity were 2.05 (95% CI, 1.46–2.88), 8.37 (95% CI, 3.00–23.43), 1.54 (95% CI, 1.17–2.03), and 1.19 (95% CI, 1.01–1.42), respectively among those in the fourth SDOH quartile compared with the first quartile. Conclusions Over 50% of pregnant women with the highest SDOH burden had suboptimal CVH, highlighting the public health urgency for interventions in socially disadvantaged pregnant women with renewed strategies toward improving modifiable risk factors, especially smoking and insufficient physical activity.
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Affiliation(s)
- Garima Sharma
- Ciccarone Center for the Prevention of Cardiovascular Disease Johns Hopkins University School of Medicine Baltimore MD
| | | | - Isaac Acquah
- Division of Health Equity and Disparities Research Center for Outcomes Research The Houston Methodist Research Institute Houston TX
| | - Reed Mszar
- Center for Outcomes Research and EvaluationYale New Haven Health New Haven CT.,Section of Cardiovascular Medicine Department of Internal Medicine Yale School of Medicine New Haven CT
| | - Shiwani Mahajan
- Center for Outcomes Research and EvaluationYale New Haven Health New Haven CT.,Section of Cardiovascular Medicine Department of Internal Medicine Yale School of Medicine New Haven CT
| | - Safi U Khan
- Department of Medicine West Virginia University Morgantown WV
| | - Zulqarnain Javed
- Division of Health Equity and Disparities Research Center for Outcomes Research The Houston Methodist Research Institute Houston TX
| | - Laxmi S Mehta
- Division of Cardiology Department of Medicine The Ohio State University Wexner Medical Center Columbus OH
| | - Martha Gulati
- Division of Cardiology Department of Medicine University of Arizona Phoenix AZ
| | - Miguel Cainzos-Achirica
- Division of Health Equity and Disparities Research Center for Outcomes Research The Houston Methodist Research Institute Houston TX.,Division of Cardiovascular Prevention and Wellness Department of Cardiovascular Medicine Houston Methodist DeBakey Heart & Vascular Center Houston TX
| | - Roger S Blumenthal
- Ciccarone Center for the Prevention of Cardiovascular Disease Johns Hopkins University School of Medicine Baltimore MD
| | - Khurram Nasir
- Division of Health Equity and Disparities Research Center for Outcomes Research The Houston Methodist Research Institute Houston TX.,Division of Cardiovascular Prevention and Wellness Department of Cardiovascular Medicine Houston Methodist DeBakey Heart & Vascular Center Houston TX.,Center for Cardiovascular Computational & Precision Health (C3-PH) Department of Cardiovascular Medicine Houston Methodist DeBakey Heart & Vascular Center Houston TX
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Javed Z, Haisum Maqsood M, Yahya T, Amin Z, Acquah I, Valero-Elizondo J, Andrieni J, Dubey P, Jackson RK, Daffin MA, Cainzos-Achirica M, Hyder AA, Nasir K. Race, Racism, and Cardiovascular Health: Applying a Social Determinants of Health Framework to Racial/Ethnic Disparities in Cardiovascular Disease. Circ Cardiovasc Qual Outcomes 2022; 15:e007917. [PMID: 35041484 DOI: 10.1161/circoutcomes.121.007917] [Citation(s) in RCA: 87] [Impact Index Per Article: 43.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Health care in the United States has seen many great innovations and successes in the past decades. However, to this day, the color of a person's skin determines-to a considerable degree-his/her prospects of wellness; risk of disease, and death; and the quality of care received. Disparities in cardiovascular disease (CVD)-the leading cause of morbidity and mortality globally-are one of the starkest reminders of social injustices, and racial inequities, which continue to plague our society. People of color-including Black, Hispanic, American Indian, Asian, and others-experience varying degrees of social disadvantage that puts these groups at increased risk of CVD and poor disease outcomes, including mortality. Racial/ethnic disparities in CVD, while documented extensively, have not been examined from a broad, upstream, social determinants of health lens. In this review, we apply a comprehensive social determinants of health framework to better understand how structural racism increases individual and cumulative social determinants of health burden for historically underserved racial and ethnic groups, and increases their risk of CVD. We analyze the link between race, racism, and CVD, including major pathways and structural barriers to cardiovascular health, using 5 distinct social determinants of health domains: economic stability; neighborhood and physical environment; education; community and social context; and healthcare system. We conclude with a set of research and policy recommendations to inform future work in the field, and move a step closer to health equity.
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Affiliation(s)
- Zulqarnain Javed
- Division of Health Equity & Disparities Research, Center for Outcomes Research, Houston Methodist, TX (Z.J., M.C.-A., K.N.)
| | | | - Tamer Yahya
- Center for Outcomes Research, Houston Methodist, TX (T.Y., I.A., J.V.-E., M.C.-A., K.N.)
| | | | - Isaac Acquah
- Center for Outcomes Research, Houston Methodist, TX (T.Y., I.A., J.V.-E., M.C.-A., K.N.)
| | - Javier Valero-Elizondo
- Center for Outcomes Research, Houston Methodist, TX (T.Y., I.A., J.V.-E., M.C.-A., K.N.).,Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, TX (J.V.-E., M.C.-A., K.N.).,Center for Cardiovascular Computational Health & Precision Medicine (C3-PH), Houston Methodist, TX (J.V.-E., M.C.-A., K.N.)
| | - Julia Andrieni
- Population Health and Primary Care (J.A.), Houston Methodist Hospital, TX
| | - Prachi Dubey
- Houston Methodist Hospital, Houston Methodist Research Institute, TX (P.D.)
| | - Ryane K Jackson
- Office of Community Benefits (R.K.J.), Houston Methodist Hospital, TX
| | - Mary A Daffin
- Barrett Daffin Frappier Turner & Engel, L.L.P., Houston, TX (M.A.D.)
| | - Miguel Cainzos-Achirica
- Division of Health Equity & Disparities Research, Center for Outcomes Research, Houston Methodist, TX (Z.J., M.C.-A., K.N.).,Center for Outcomes Research, Houston Methodist, TX (T.Y., I.A., J.V.-E., M.C.-A., K.N.).,Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, TX (J.V.-E., M.C.-A., K.N.).,Center for Cardiovascular Computational Health & Precision Medicine (C3-PH), Houston Methodist, TX (J.V.-E., M.C.-A., K.N.)
| | - Adnan A Hyder
- Milken Institute School of Public Health, George Washington University, DC (A.A.H.)
| | - Khurram Nasir
- Division of Health Equity & Disparities Research, Center for Outcomes Research, Houston Methodist, TX (Z.J., M.C.-A., K.N.).,Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, TX (J.V.-E., M.C.-A., K.N.).,Center for Cardiovascular Computational Health & Precision Medicine (C3-PH), Houston Methodist, TX (J.V.-E., M.C.-A., K.N.)
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18
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Cainzos-Achirica M, Acquah I, Dardari Z, Mszar R, Greenland P, Blankstein R, Bittencourt M, Rajagopalan S, Al-Kindi SG, Polak JF, Blumenthal RS, Blaha MJ, Nasir K. Long-Term Prognostic Implications and Role of Further Testing in Adults Aged ≤55 Years With a Coronary Calcium Score of Zero (from the Multi-Ethnic Study of Atherosclerosis). Am J Cardiol 2021; 161:26-35. [PMID: 34794615 PMCID: PMC8607758 DOI: 10.1016/j.amjcard.2021.08.067] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 08/27/2021] [Accepted: 08/31/2021] [Indexed: 12/30/2022]
Abstract
The long-term prognostic significance of a coronary artery calcium (CAC) score of 0 is poorly defined in younger adults. We evaluated this among participants aged 45 to 55 years from the Multi-Ethnic Study of Atherosclerosis, and assessed whether additional biomarkers can identify subgroups at increased absolute risk. We included 1,407 participants (61% women) without diabetes or severe hypercholesterolemia, with estimated 10-year risk <20% and CAC = 0. We evaluated all and hard cardiovascular disease (CVD) events, overall and among subjects with each of the following: high-sensitivity C-reactive protein levels ≥2 mg/L, homocysteine ≥10 µmol/L, high-sensitivity cardiac troponin T ≥95th percentile, lipoprotein (a) >50 mg/dl, triglycerides ≥175 mg/dl, apolipoprotein B ≥130 mg/dl, albuminuria, thoracic aortic calcium, aortic valve calcium (AVC), mitral annular calcium, ankle-brachial index <0.9, any carotid plaque, and maximum internal carotid artery intima-media thickness (ICA-IMT) ≥1.5 mm. Median follow-up was 16 years, and overall CVD event rates were low (4% at 15 years). For most exposures evaluated, rates of all CVD events were <6 per 1,000 person-years, except for ICA-IMT ≥1.5 mm (6.43) and AVC (13.8). The number needed to screen to detect ICA-IMT ≥1.5 mm was 8, and 84 for AVC. Among participants with borderline/intermediate risk or premature family history, hard CVD event rates were <7 per 1,000 for most exposures, except for ICA-IMT ≥1.5 mm (8.25), albuminuria (8.30), and AVC (13.47). Nonsmokers and those with ICA-IMT <1.5 mm had very low rates. In conclusion, our results demonstrate a favorable long-term prognosis of CAC = 0 among adults aged ≤55 years, particularly among nonsmokers. ICA-IMT testing could be considered for further risk assessment in adults ≤55 years with CAC = 0 and uncertain management.
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Affiliation(s)
- Miguel Cainzos-Achirica
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas; Center for Outcomes Research, Houston Methodist, Houston, Texas.
| | - Isaac Acquah
- Center for Outcomes Research, Houston Methodist, Houston, Texas
| | - Zeina Dardari
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Reed Mszar
- Center for Outcomes Research, Yale University, New Haven, Connecticut Yale University, New Haven, Connecticut
| | - Philip Greenland
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Ron Blankstein
- Cardiovascular Division, Brigham and Women's Hospital, Boston, Massachusetts
| | - Marcio Bittencourt
- Center for Clinical and Epidemiological Research, University Hospital, University of São Paulo, São Paulo, Brazil
| | - Sanjay Rajagopalan
- Division of Cardiovascular Medicine, Harrington Heart and Vascular Institute, University Hospitals, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Sadeer G Al-Kindi
- Division of Cardiovascular Medicine, Harrington Heart and Vascular Institute, University Hospitals, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Joseph F Polak
- Tufts University School of Medicine, Boston, Massachusetts; Department of Radiology, Lemuel Shattuck Hospital, Boston, Massachusetts
| | - Roger S Blumenthal
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Michael J Blaha
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Epidemiology and Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, Maryland
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas; Center for Outcomes Research, Houston Methodist, Houston, Texas
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19
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Singh R, Javed Z, Yahya T, Valero-Elizondo J, Acquah I, Hyder AA, Maqsood MH, Amin Z, Al-Kindi S, Cainzos-Achirica M, Nasir K. Community and Social Context: An Important Social Determinant of Cardiovascular Disease. Methodist Debakey Cardiovasc J 2021; 17:15-27. [PMID: 34824678 PMCID: PMC8588761 DOI: 10.14797/mdcvj.846] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 08/18/2021] [Indexed: 12/21/2022] Open
Abstract
Disease prevention frameworks and clinical practice guidelines in the United States (US) have traditionally ignored upstream social determinants of health (SDOH), which are critical for reducing disparities in cardiovascular disease (CVD)-the leading cause of death in the US. Existing evidence demonstrates a protective effect of social support, social cohesion, and community engagement on overall health and wellbeing. Increasing community and social support is a major objective of the Healthy People 2030 initiative, with special provisions for vulnerable populations. However, to date, existing evidence of the association between community and social context (CSC)-an integral SDOH domain-and CVD has not been reviewed extensively. In particular, the individual and cumulative impact of CSC on CVD risk and the pathways linking CSC to cardiovascular outcomes are not well understood. In this review, we critically appraise current knowledge of the association between CSC and CVD, describe potential pathways linking CSC to CVD, and identify opportunities for evidence-based policy and practice interventions to improve CVD outcomes.
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Affiliation(s)
- Rahul Singh
- Department of Cardiology, University of Minnesota, Minnesota, US
| | - Zulqarnain Javed
- Division of Health Equity & Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, Texas, US
| | - Tamer Yahya
- Center for Outcomes Research, Houston Methodist, Houston, Texas, US
| | - Javier Valero-Elizondo
- Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas, USA.,Center for Cardiovascular Computational Health & Precision Medicine (C3-PH), Houston Methodist, Houston, Texas, US
| | - Isaac Acquah
- Center for Outcomes Research, Houston Methodist, Houston, Texas, US
| | | | | | - Zahir Amin
- University of Houston, Houston, Texas, US
| | - Sadeer Al-Kindi
- Case Western Reserve University School of Medicine, Cleveland, Ohio, US
| | - Miguel Cainzos-Achirica
- Center for Outcomes Research, Houston Methodist, Houston, Texas, US.,Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas, USA.,Center for Cardiovascular Computational Health & Precision Medicine (C3-PH), Houston Methodist, Houston, Texas, US
| | - Khurram Nasir
- Center for Outcomes Research, Houston Methodist, Houston, Texas, US.,Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas, USA.,Center for Cardiovascular Computational Health & Precision Medicine (C3-PH), Houston Methodist, Houston, Texas, US
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20
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Mahajan S, Grandhi GR, Valero-Elizondo J, Mszar R, Khera R, Acquah I, Yahya T, Virani SS, Blankstein R, Blaha MJ, Cainzos-Achirica M, Nasir K. Scope and Social Determinants of Food Insecurity Among Adults With Atherosclerotic Cardiovascular Disease in the United States. J Am Heart Assoc 2021; 10:e020028. [PMID: 34387089 PMCID: PMC8475063 DOI: 10.1161/jaha.120.020028] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Atherosclerotic cardiovascular disease (ASCVD) results in high out‐of‐pocket healthcare expenditures predisposing to food insecurity. However, the burden and determinants of food insecurity in this population are unknown. Methods and Results Using 2013 to 2018 National Health Interview Survey data, we evaluated the prevalence and sociodemographic determinants of food insecurity among adults with ASCVD in the United States. ASCVD was defined as self‐reported diagnosis of coronary heart disease or stroke. Food security was measured using the 10‐item US Adult Food Security Survey Module. Of the 190 113 study participants aged 18 years or older, 18 442 (adjusted prevalence 8.2%) had ASCVD, representing ≈20 million US adults annually. Among adults with ASCVD, 2968 or 14.6% (weighted ≈2.9 million US adults annually) reported food insecurity compared with 9.1% among those without ASCVD (P<0.001). Individuals with ASCVD who were younger (odds ratio [OR], 4.0 [95% CI, 2.8–5.8]), women (OR, 1.2 [1.0–1.3]), non‐Hispanic Black (OR, 2.3 [1.9–2.8]), or Hispanic (OR, 1.6 [1.2–2.0]), had private (OR, 1.8 [1.4–2.3]) or no insurance (OR, 2.3 [1.7–3.1]), were divorced/widowed/separated (OR, 1.2 [1.0–1.4]), and had low family income (OR, 4.7 [4.0–5.6]) were more likely to be food insecure. Among those with ASCVD and 6 of these high‐risk characteristics, 53.7% reported food insecurity and they had 36‐times (OR, 36.2 [22.6–57.9]) higher odds of being food insecure compared with those with ≤1 high‐risk characteristic. Conclusion About 1 in 7 US adults with ASCVD experience food insecurity, with more than 1 in 2 adults reporting food insecurity among the most vulnerable sociodemographic subgroups. There is an urgent need to address the barriers related to food security in this population.
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Affiliation(s)
- Shiwani Mahajan
- Center for Outcomes Research and Evaluation Yale New Haven Hospital New Haven CT.,Section of Cardiovascular Medicine Yale School of Medicine New Haven CT
| | | | - Javier Valero-Elizondo
- Division of Cardiovascular Prevention and Wellness Houston Methodist DeBakey Heart and Vascular Center Houston TX.,Center for Outcomes Research Houston Methodist Research Institute Houston TX
| | - Reed Mszar
- Center for Outcomes Research and Evaluation Yale New Haven Hospital New Haven CT.,Section of Cardiovascular Medicine Yale School of Medicine New Haven CT
| | - Rohan Khera
- Center for Outcomes Research and Evaluation Yale New Haven Hospital New Haven CT.,Section of Cardiovascular Medicine Yale School of Medicine New Haven CT
| | - Isaac Acquah
- Center for Outcomes Research Houston Methodist Research Institute Houston TX
| | - Tamer Yahya
- Division of Cardiovascular Prevention and Wellness Houston Methodist DeBakey Heart and Vascular Center Houston TX
| | - Salim S Virani
- Michael E. DeBakey Veterans Affairs Medical Center & Section of Cardiology Baylor College of Medicine Houston TX
| | - Ron Blankstein
- Cardiovascular Imaging Program Cardiovascular Division and Department of Radiology Brigham and Women's Hospital Boston MA
| | - Michael J Blaha
- The Johns Hopkins Ciccarone Center for Prevention of Cardiovascular Disease Baltimore MD
| | - Miguel Cainzos-Achirica
- Division of Cardiovascular Prevention and Wellness Houston Methodist DeBakey Heart and Vascular Center Houston TX.,Center for Outcomes Research Houston Methodist Research Institute Houston TX
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness Houston Methodist DeBakey Heart and Vascular Center Houston TX.,Center for Outcomes Research Houston Methodist Research Institute Houston TX
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21
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Acquah I, Valero-Elizondo J, Javed Z, Ibrahim HN, Patel KV, Ryoo Ali HJ, Menser T, Khera R, Cainzos-Achirica M, Nasir K. Financial Hardship Among Nonelderly Adults With CKD in the United States. Am J Kidney Dis 2021; 78:658-668. [PMID: 34144103 DOI: 10.1053/j.ajkd.2021.04.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 04/10/2021] [Indexed: 12/31/2022]
Abstract
RATIONALE & OBJECTIVE The burden of financial hardship among individuals with chronic kidney disease (CKD) has not been extensively studied. Therefore, we describe the scope and determinants of financial hardship among a nationally representative sample of adults with CKD. STUDY DESIGN Cross-sectional. SETTING & PARTICIPANTS Nonelderly adults with CKD from the 2014-2018 National Health Interview Survey. EXPOSURE Sociodemographic and clinical characteristics. OUTCOME Financial hardship based on medical bills and consequences of financial hardship (high financial distress, food insecurity, cost-related medication nonadherence, delayed/forgone care due to cost). Financial hardship was categorized into 3 levels: no financial hardship, financial hardship but able to pay bills, and unable to pay bills at all. Financial hardship was then modeled in 2 different ways: (1) any financial hardship (regardless of ability to pay) versus no financial hardship and (2) inability to pay bills versus no financial hardship and financial hardship but able to pay bills. ANALYTICAL APPROACH Nationally representative estimates of financial hardship from medical bills were computed. Multivariable logistic regression models were used to examine the associations of sociodemographic and clinical factors with the outcomes of financial hardship based on medical bills. RESULTS A total 1,425 individuals, representing approximately 2.1 million Americans, reported a diagnosis of CKD within the past year, of whom 46.9% (95% CI, 43.7%-50.2%) reported experiencing financial hardship from medical bills; 20.9% (95% CI, 18.5%-23.6%) reported inability to pay medical bills at all. Lack of insurance was the strongest determinant of financial hardship in this population (odds ratio, 4.06 [95% CI, 2.18-7.56]). LIMITATIONS Self-reported nature of CKD diagnosis. CONCLUSIONS Approximately half the nonelderly US population with CKD experiences financial hardship from medical bills that is associated strongly with lack of insurance. Evidence-based clinical and policy interventions are needed to address these hardships.
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Affiliation(s)
- Isaac Acquah
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas; Center for Outcomes Research, Houston Methodist Hospital, Houston, Texas
| | - Javier Valero-Elizondo
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas; Center for Outcomes Research, Houston Methodist Hospital, Houston, Texas
| | - Zulqarnain Javed
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas; Center for Outcomes Research, Houston Methodist Hospital, Houston, Texas
| | - Hassan N Ibrahim
- Division of Renal Disease and Hypertension, Department of Medicine, Houston Methodist Hospital, Houston, Texas
| | - Kershaw V Patel
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas
| | - Hyeon-Ju Ryoo Ali
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas
| | - Terri Menser
- Center for Outcomes Research, Houston Methodist Hospital, Houston, Texas
| | - Rohan Khera
- Yale University School of Medicine, New Haven, Connecticut
| | - Miguel Cainzos-Achirica
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas; Center for Outcomes Research, Houston Methodist Hospital, Houston, Texas
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas; Center for Outcomes Research, Houston Methodist Hospital, Houston, Texas.
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22
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Hagan KK, Javed Z, Cainzos-Achirica M, Sostman D, Vahidy FS, Valero-Elizondo J, Acquah I, Yahya T, Kash B, Andrieni JD, Dubey P, Hyder AA, Nasir K. Social Determinants of Adherence to COVID-19 Risk Mitigation Measures Among Adults With Cardiovascular Disease. Circ Cardiovasc Qual Outcomes 2021; 14:e008118. [PMID: 33955228 PMCID: PMC8204764 DOI: 10.1161/circoutcomes.121.008118] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Supplemental Digital Content is available in the text. Social determinants of health (SDOH) may limit the practice of coronavirus disease 2019 (COVID-19) risk mitigation guidelines with health implications for individuals with underlying cardiovascular disease (CVD). Population-based evidence of the association between SDOH and practicing such mitigation strategies in adults with CVD is lacking. We used the National Opinion Research Center’s COVID-19 Household Impact Survey conducted between April and June 2020 to evaluate sociodemographic disparities in adherence to COVID-19 risk mitigation measures in a sample of respondents with underlying CVD representing 18 geographic areas of the United States.
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Affiliation(s)
- Kobina K Hagan
- Center for Outcomes Research, Houston Methodist, Houston, TX (K.K.H., Z.J., M.C.-A., F.S.V., I.A., B.K., K.N.)
| | - Zulqarnain Javed
- Center for Outcomes Research, Houston Methodist, Houston, TX (K.K.H., Z.J., M.C.-A., F.S.V., I.A., B.K., K.N.)
| | - Miguel Cainzos-Achirica
- Center for Outcomes Research, Houston Methodist, Houston, TX (K.K.H., Z.J., M.C.-A., F.S.V., I.A., B.K., K.N.).,Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist De-Bakey Heart and Vascular Center, TX (M.C.-A., J.V.-E., T.Y, K.N.)
| | - Dirk Sostman
- Academic Institute, Houston Methodist, Houston, TX (D.S.).,Research Institute, Houston Methodist, Houston, TX (D.S.).,Department of Radiology, Weill Cornell Medicine, New York, NY (D.S.).,Weill Cornell Medicine, New York, NY (D.S., B.K.)
| | - Farhaan S Vahidy
- Center for Outcomes Research, Houston Methodist, Houston, TX (K.K.H., Z.J., M.C.-A., F.S.V., I.A., B.K., K.N.).,Neurological Institute, Houston Methodist, Houston, TX (F.S.V.)
| | - Javier Valero-Elizondo
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist De-Bakey Heart and Vascular Center, TX (M.C.-A., J.V.-E., T.Y, K.N.)
| | - Isaac Acquah
- Center for Outcomes Research, Houston Methodist, Houston, TX (K.K.H., Z.J., M.C.-A., F.S.V., I.A., B.K., K.N.)
| | - Tamer Yahya
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist De-Bakey Heart and Vascular Center, TX (M.C.-A., J.V.-E., T.Y, K.N.)
| | - Bita Kash
- Center for Outcomes Research, Houston Methodist, Houston, TX (K.K.H., Z.J., M.C.-A., F.S.V., I.A., B.K., K.N.).,Weill Cornell Medicine, New York, NY (D.S., B.K.).,Texas A&M University School of Public Health, College Station, TX (B.K.)
| | - Julia D Andrieni
- Department of Medicine, Houston Methodist, Houston, TX (J.D.A).,Department of Medicine, Weill Cornell Medicine, New York, NY (J.D.A.)
| | - Prachi Dubey
- Department of Radiology (P.D.), Houston Methodist Hospital, TX
| | - Adnan A Hyder
- Center on Commercial Determinants of Health, Milken Institute School of Public Health, The George Washington University, Washington, DC, (A.A.H.)
| | - Khurram Nasir
- Center for Outcomes Research, Houston Methodist, Houston, TX (K.K.H., Z.J., M.C.-A., F.S.V., I.A., B.K., K.N.).,Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist De-Bakey Heart and Vascular Center, TX (M.C.-A., J.V.-E., T.Y, K.N.).,Department of Cardiology, DeBakey Heart and Vascular Center (K.N.), Houston Methodist Hospital, TX
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23
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Acquah I, Valero-Elizondo J, Javed Z, Hagan K, Yahya T, Khan S, Cainzos-Achirica M, Nasir K. DETERMINANTS OF TRANSPORTATION BARRIERS AMONG ADULTS WITH ATHEROSCLEROTIC CARDIOVASCULAR DISEASE. J Am Coll Cardiol 2021. [DOI: 10.1016/s0735-1097(21)02992-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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24
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Hagan K, Javed Z, Valero-Elizondo J, Khan S, Yahya T, Acquah I, Vahidy FS, Awar M, Dubey P, Kash B, Sostman DH, Cainzos-Achirica M, Nasir K. SOCIAL DETERMINANTS OF HEALTH DISPARITIES FOR COVID-19 MITIGATION MEASURES AMONG ADULTS WITH CARDIOVASCULAR DISEASE IN UNITED STATES. J Am Coll Cardiol 2021. [PMCID: PMC8100826 DOI: 10.1016/s0735-1097(21)01350-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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25
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Grandhi GR, Mozafarian M, Mszar R, Acquah I, Valero-Elizondo J, Cainzos-Achirica M, Omer SB, Ibrahim HN, Nasir K. Influenza Vaccination Among Adults With CKD in the United States: Regional, Demographic, and Socioeconomic Differences. Kidney Med 2021; 3:454-456. [PMID: 34136792 PMCID: PMC8178475 DOI: 10.1016/j.xkme.2020.12.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
Affiliation(s)
- Gowtham R Grandhi
- Department of Medicine, MedStar Union Memorial Hospital, Baltimore, MD
| | | | - Reed Mszar
- Center for Outcomes Research and Evaluation, Yale New Haven Health, New Haven, CT
| | - Isaac Acquah
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX.,Center for Outcomes Research, The Houston Methodist Research Institute, Houston, TX
| | - Javier Valero-Elizondo
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX.,Center for Outcomes Research, The Houston Methodist Research Institute, Houston, TX
| | - Miguel Cainzos-Achirica
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX.,Center for Outcomes Research, The Houston Methodist Research Institute, Houston, TX
| | - Saad B Omer
- Yale Institute of Global Health, New Haven, CT.,Yale School of Nursing, New Haven, CT.,Department of Internal Medicine (Infectious Diseases), Yale School of Public Health, New Haven, CT.,Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT
| | - Hassan N Ibrahim
- Division of Renal Diseases and Hypertension, Department of Medicine, Houston Methodist Hospital, Houston, TX
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, TX.,Center for Outcomes Research, The Houston Methodist Research Institute, Houston, TX.,Division of Cardiology, Yale University, New Haven, CT
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Cainzos-Achirica M, Glassner K, Zawahir HS, Dey AK, Agrawal T, Quigley EMM, Abraham BP, Acquah I, Yahya T, Mehta NN, Nasir K. Inflammatory Bowel Disease and Atherosclerotic Cardiovascular Disease: JACC Review Topic of the Week. J Am Coll Cardiol 2020; 76:2895-2905. [PMID: 33303079 DOI: 10.1016/j.jacc.2020.10.027] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Revised: 10/13/2020] [Accepted: 10/19/2020] [Indexed: 12/12/2022]
Abstract
Chronic inflammatory diseases including human immunodeficiency virus infection, psoriasis, rheumatoid arthritis, and systemic lupus erythematosus predispose to atherosclerotic cardiovascular disease (ASCVD). Inflammatory bowel disease (IBD) is a common chronic inflammatory condition, and the United States has the highest prevalence worldwide. IBD has so far been overlooked as a contributor to the burden of ASCVD among young and middle-age adults, but meta-analyses of cohort studies suggest that IBD is an independent risk factor for ASCVD. This review discusses the epidemiological links between IBD and ASCVD and potential mechanisms underlying these associations. ASCVD risk management of patients with IBD is challenging because of their young age and the inability of current risk scores to fully capture their increased risk. The role of IBD in current primary prevention guidelines is evaluated, and strategies for enhanced ASCVD risk reduction in patients with IBD are outlined. Finally, the authors discuss knowledge gaps and future research directions in this innovative field.
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Affiliation(s)
- Miguel Cainzos-Achirica
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas, USA; Center for Outcomes Research, Houston Methodist, Houston, Texas, USA. https://twitter.com/miguelcainzos23
| | - Kerri Glassner
- Lynda K. and David M. Underwood Center for Digestive Disorders, Houston Methodist Hospital and Weill Cornell Medical College, Houston, Texas, USA; Fondren IBD Program, Lynda K. and David M. Underwood Center for Digestive Disorders, Houston Methodist Hospital and Weill Cornell Medical College, Houston, Texas, USA
| | | | - Amit K Dey
- Section of Inflammation and Cardiometabolic Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Tanushree Agrawal
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas, USA
| | - Eamonn M M Quigley
- Lynda K. and David M. Underwood Center for Digestive Disorders, Houston Methodist Hospital and Weill Cornell Medical College, Houston, Texas, USA
| | - Bincy P Abraham
- Lynda K. and David M. Underwood Center for Digestive Disorders, Houston Methodist Hospital and Weill Cornell Medical College, Houston, Texas, USA; Fondren IBD Program, Lynda K. and David M. Underwood Center for Digestive Disorders, Houston Methodist Hospital and Weill Cornell Medical College, Houston, Texas, USA
| | - Isaac Acquah
- Center for Outcomes Research, Houston Methodist, Houston, Texas, USA
| | - Tamer Yahya
- Center for Outcomes Research, Houston Methodist, Houston, Texas, USA
| | - Nehal N Mehta
- Section of Inflammation and Cardiometabolic Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas, USA; Center for Outcomes Research, Houston Methodist, Houston, Texas, USA.
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Dzefi-Tettey K, Saaka PS, Acquah I, Edzie EKM, Gorleku PN, Adjei P, Semetey JK, Ayem EKD, Insaidoo AJ, Samba A. Chest CT features of patients under investigation for Covid-19 pneumonia in a Ghanaian tertiary hospital: a descriptive study. Ghana Med J 2020; 54:253-263. [PMID: 33883774 PMCID: PMC8042805 DOI: 10.4314/gmj.v54i4.8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Coronavirus disease 2019 (COVID-19) has since December 2019 become a problem of global concern. Due to the virus' novelty and high infectivity, early diagnosis is key to curtailing spread. The knowledge and identification of chest Computerized Tomography (CT) features in Patients Under Investigation (PUI) for the disease would help in its management and containment. OBJECTIVES To describe the chest CT findings of PUI for COVID-19 pneumonia referred to the Department of Radiology of the Korle Bu Teaching Hospital; as well as to determine the relationship between symptom onset and severity of the chest CT findings. METHODS The study was retrospective and included 63 PUI for COVID-19 referred to the Department between 11th April, 2020 and 10th June, 2020, for non-enhanced chest CT imaging. Clinical data were obtained from patients' records and Reverse Transcriptase-Polymerase Chain Reaction (RT-PCR) results were acquired after the CT evaluation. RESULTS The mean age in years was 51.1±19.9 SD. More males (52.8%) than females (47.2%) tested positive for COVID-19 and the age range for positive cases was 7 months to 86 years, with a mean of 53.2±21 SD years. Common features of COVID-19 pneumonia were bilateral posterior basal consolidations, Ground Glass Opacities (GGO) and air bronchograms. Findings were worse in patients scanned 5-9 days after onset of symptoms. CONCLUSION Adequate knowledge of chest CT features of COVID-19 pneumonia, proves a valuable resource in triaging of symptomatic patients and consequent containment of the disease in the hospital setting. FUNDING None declared.
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Affiliation(s)
| | - Patience S Saaka
- Department of Radiology, Korle Bu Teaching Hospital, Accra. Ghana
| | - Isaac Acquah
- Center for Outcomes Research, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - Emmanuel K M Edzie
- Department of Medical Imaging. School of Medical Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast. Ghana
| | - Philip N Gorleku
- Department of Medical Imaging. School of Medical Sciences, College of Health and Allied Sciences, University of Cape Coast, Cape Coast. Ghana
| | - Patrick Adjei
- Department of Medicine and Therapeutics, University of Ghana Medical School, College of Health Sciences, University of Ghana, Korle Bu Teaching Hospital, Accra, Ghana
| | | | - Edward K D Ayem
- Department of Radiology, Korle Bu Teaching Hospital, Accra. Ghana
| | - Arwen J Insaidoo
- Department of Radiology, Korle Bu Teaching Hospital, Accra. Ghana
| | - Ali Samba
- Korle Bu Teaching Hospital, Accra. Ghana
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Jafar Z, Valero-Elizondo J, Saeed GJ, Acquah I, Yahya T, Mahajan S, Mszar R, Khan SU, Caínzos-Achirica M, Nasir K. Association of cardiovascular risk profile with healthcare expenditure and resource utilization in chronic obstructive pulmonary disease, with and without atherosclerotic cardiovascular disease. Am J Prev Cardiol 2020; 3:100084. [PMID: 34327464 PMCID: PMC8315593 DOI: 10.1016/j.ajpc.2020.100084] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 08/11/2020] [Accepted: 08/25/2020] [Indexed: 11/29/2022] Open
Abstract
Objective Atherosclerotic cardiovascular disease (ASCVD) and chronic obstructive pulmonary disease (COPD) are among the leading causes of morbidity, mortality, and economic burden in the United States (US). While previous reports have shown that an optimal cardiovascular risk factor (CRF) profile is associated with improved outcomes among COPD patients, the impact of ASCVD and CRF on healthcare costs and resource utilization is not well described. Methods The Medical Expenditure Panel Survey (MEPS) database was used from 2011 to 2016 to study healthcare expenditure for COPD patients with and without ASCVD and across CRF profiles in a nationally representative population of adults in the United States. Results The study population consisted of 14,807 adults with COPD, representing 28 million cases annually. Presence of ASCVD was associated with higher reported expenditure across the spectrum of CRF profiles among those with COPD. On average, after adjusting for confounders, presence of ASCVD represented a mean difference per capita of $5438 (95% CI $4121 - $6754; p < 0.001). Mean per capita expenditures were significantly higher comparing poor vs optimal CRF profiles, with marginal expenditures of $8552 and $6531 among those with and without ASCVD, respectively. When comparing individuals with ASCVD and poor CRF profile versus individuals without ASCVD and optimal CRF profile, those in the latter group used 13% fewer prescription medications and required 24% fewer hospitalizations. Furthermore, an optimal CRF profile was associated with lower odds of most sources of healthcare utilization regardless of ASCVD status. Conclusion An absence of ASCVD and a favorable CRF profile was associated with lower healthcare expenditure and resource utilization among patients with COPD. These results provide robust estimates for potential healthcare savings as preemptive strategies continue to become integrated into new healthcare delivery models, for increased awareness and the need for improvement of CRF profiles among high-risk patients.
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Affiliation(s)
- Zain Jafar
- Horace Greeley High School, Chappaqua, NY, USA
| | - Javier Valero-Elizondo
- Division of Cardiovascular Prevention & Wellness, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA.,Houston Methodist Research Institute, Houston, TX, USA
| | - Gul Jana Saeed
- Center for Sleep and Cardiovascular Outcomes Research, Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Isaac Acquah
- Division of Cardiovascular Prevention & Wellness, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA.,Houston Methodist Research Institute, Houston, TX, USA
| | - Tamer Yahya
- Division of Cardiovascular Prevention & Wellness, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Shiwani Mahajan
- Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, CT, USA
| | - Reed Mszar
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA
| | - Safi U Khan
- Department of Medicine, West Virginia University School of Medicine, Morgantown, WV, USA
| | - Miguel Caínzos-Achirica
- Division of Cardiovascular Prevention & Wellness, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
| | - Khurram Nasir
- Division of Cardiovascular Prevention & Wellness, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA.,Houston Methodist Research Institute, Houston, TX, USA.,Center for Outcomes Research, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA
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Tan X, Acquah I, Liu H, Li W, Tan S. A critical review on saline wastewater treatment by membrane bioreactor (MBR) from a microbial perspective. Chemosphere 2019; 220:1150-1162. [PMID: 33395802 DOI: 10.1016/j.chemosphere.2019.01.027] [Citation(s) in RCA: 77] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Revised: 01/01/2019] [Accepted: 01/03/2019] [Indexed: 05/12/2023]
Abstract
This work has reviewed from a microbial perspective and listed the typical studies on MBR techniques for saline wastewater treatments. When the salinity of influent is lower than 10 g/L NaCl, conventional MBR can be easily applied with adjusted operating conditions. For better biodegradation and anti-fouling ability at higher salinities (10-100 g/L), modified and hybrid MBR systems may need to be wisely designed according to the change in the microbial community and contents of EPS/SMP. To treat hypersaline wastewaters with salinities of up to 100 g/L NaCl, inoculation of halophilic bacteria has been applied in MBR works. Microbial community structures in some typical works have been discussed from a microbial perspective to benefit the identification and isolation of halophilic bacteria for future works. The following aspects are also suggested in future MBR research for saline wastewater treatment: (1) The structure design of MBR and the manufacture of advanced membranes; (2) The maintenance of the microbial biodiversity for anti-membrane fouling; (3) The metabolic mechanism for halophilic (or salt-tolerant) microorganisms against salinity shocks; (4) The revolution stage and process of microorganisms during saline wastewater treatment in MBR; (5) The effects of characteristics (cell structure, shape and metabolic pathways) of microorganisms on the salt tolerance; (6) Applying halophilic microorganisms for salinities over 150 g/L NaCl.
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Affiliation(s)
- Xu Tan
- School of Forensic Medicine, Southern Medical University, Guangzhou 510515, China; Department of Civil and Environmental Engineering, University of Technology Sydney, Sydney 2007, Australia
| | - Isaac Acquah
- Programme of Biomedical Engineering, Kwame Nkrumah University of Science and Technology, PMB, University Post, Kumasi, Ghana
| | - Hanzhe Liu
- Department of Chemistry, Yanbian University, Yanji, 133002, China
| | - Weiguo Li
- Department of Environmental Engineering, Harbin Institute of Technology (Weihai), Weihai 264209, China
| | - Songwen Tan
- School of Forensic Medicine, Southern Medical University, Guangzhou 510515, China.
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Acquah I, Roh J, Ahn DJ. Dual-fluorophore Raspberry-like Nanohybrids for Ratiometric pH Sensing. Chem Asian J 2017; 12:1724-1729. [PMID: 28503913 DOI: 10.1002/asia.201700616] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Revised: 05/10/2017] [Indexed: 11/08/2022]
Abstract
We report on the development of raspberry-like silica structures formed by the adsorption of 8-hydroxypyrene-1,3,6-trisulfonate (HPTS)@silica nanoparticles (NPs) on rhodamine B isothiocyanate (RBTIC)@silica NPs for ratiometric fluorescence-based pH sensing. To overcome the well-known problem of dye leaching which occurs during encapsulation of anionic HPTS dye in silica NPs, we utilized a polyelectrolyte-assisted incorporation of the anionic HPTS. The morphological and optical characterization of the as-synthesized dye-doped NPs and the resulting nanohybrids were carried out. The pH-sensitive dye, HPTS, incorporated in the HPTS-doped silica NPs provided a pH-dependent fluorescence response while the RBITC-doped silica provided the reference signal for ratiometric sensing. We evaluated the effectiveness of the nanohybrids for pH sensing; the ratio of the fluorescence emission intensity at 510 nm and 583 nm at excitation wavelengths of 454 nm and 555 nm, respectively. The results showed a dynamic response in the acidic pH range. With this approach, nanohybrids containing different dyes or receptors could be developed for multifunctioning and multiplexing applications.
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Affiliation(s)
- Isaac Acquah
- Department of Biomicrosystem Technology, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea.,Biomedical Engineering Program, Kwame Nkrumah University of Science and Technology, University Post, PMB, Kumasi, Ghana
| | - Jinkyu Roh
- Department of Chemical and Biological Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea
| | - Dong June Ahn
- Department of Biomicrosystem Technology, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea.,Department of Chemical and Biological Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea.,KU-KIST Graduate School of Converging Science and Technology, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea
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