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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] [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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Jacobs MM, Evans E, Ellis C. Financial Well-Being Among US Adults with Vascular Conditions: Differential Impacts Among Blacks and Hispanics. Ethn Dis 2024; 34:41-48. [PMID: 38854787 PMCID: PMC11156161 DOI: 10.18865/ed.34.1.41] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/11/2024] Open
Abstract
Background The ability to meet current and ongoing financial obligations, known as financial well-being (FWB), is not only associated with the likelihood of adverse health events but is also affected by unexpected health care expenditures. However, the relationship between FWB and common health outcomes is not well understood. Using data available in the Financial Well-Being Scale from the Consumer Financial Protection Bureau, we evaluated the impact of four vascular conditions-cardiovascular disease (CVD), stroke, high blood pressure (BP), and high cholesterol-on FWB and how these impacts varied between racial and ethnic groups. Methods Using the Understanding America Survey-a nationally representative, longitudinal panel-we identified adults with self-reported diagnoses between 2014 and 2020 of high cholesterol, high BP, stroke, and CVD. We used stratified, longitudinal mixed regression models to assess the association between these diagnoses and FWB. Each condition was modeled separately and included sex, age, marital status, household size, income, education, race/ethnicity, insurance, body mass index, and an indicator of the condition. Racial and ethnic differentials were captured using group-condition interactions. Results On average, Whites had the highest FWB Scale score (69.0, SD=21.8), followed by other races (66.7, SD=21.0), Hispanics (59.3, SD=21.6), and Blacks (56.2, SD=21.4). In general, FWB of individuals with vascular conditions was lower than that of those without, but the impact varied between racial and ethnic groups. Compared with Whites (the reference group), Blacks with CVD (-7.4, SD=1.0), stroke (-8.1, SD=1.5), high cholesterol (-5.7, SD=0.7), and high BP (6.1, SD=0.7) had lower FWB. Similarly, Hispanics with high BP (-3.0, SD=0.6) and CVD (-6.3, SD=1.3) had lower FWB. Income, education, insurance, and marital status were also correlated with FWB. Conclusions These results indicated differences in the financial ramifications of vascular conditions among racial and ethnic groups. Findings suggest the need for interventions targeting FWB of individuals with vascular conditions, particularly those from minority groups.
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Affiliation(s)
- Molly M. Jacobs
- Department of Health Services, Management and Policy, University of Florida, Gainesville, FL
| | - Elizabeth Evans
- Department of Speech, Language, and Hearing Sciences, University of Florida, Gainesville, FL
| | - Charles Ellis
- Department of Speech, Language, and Hearing Sciences, University of Florida, Gainesville, FL
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Sayed A, Munir M, Addison D, Abushouk AI, Dent SF, Neilan TG, Blaes A, Fradley MG, Nohria A, Moustafa K, Virani SS. The underutilization of preventive cardiovascular measures in patients with cancer: an analysis of the Behavioural Risk Factor Surveillance System, 2011-22. Eur J Prev Cardiol 2023; 30:1325-1332. [PMID: 37158488 PMCID: PMC10516320 DOI: 10.1093/eurjpc/zwad146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 04/25/2023] [Accepted: 05/05/2023] [Indexed: 05/10/2023]
Abstract
AIMS This study aimed to characterize the influence of a cancer diagnosis on the use of preventive cardiovascular measures in patients with and without cardiovascular disease (CVD). METHODS AND RESULTS Data from the Behavioural Risk Factor Surveillance System Survey (spanning 2011-22) were used. Multivariable logistic regression models adjusted for potential confounders were applied to calculate average marginal effects (AME), the average difference in the probability of using a given therapy between patients with and without cancer. Outcomes of interest included the use of pharmacological therapies, physical activity, smoking cessation, and post-CVD rehabilitation. Among 5 012 721 respondents, 579 114 reported a history of CVD (coronary disease or stroke), and 842 221 reported a diagnosis of cancer. The association between cancer and the use of pharmacological therapies varied between those with vs. without CVD (P-value for interaction: <0.001). Among patients with CVD, a cancer diagnosis was associated with a lower use of blood pressure-lowering medications {AME: -1.46% [95% confidence interval (CI): -2.19% to -0.73%]}, lipid-lowering medications [AME: -2.34% (95% CI: -4.03% to -0.66%)], and aspirin [AME: -6.05% (95% CI: -8.88% to -3.23%)]. Among patients without CVD, there were no statistically significant differences between patients with and without cancer regarding pharmacological therapies. Additionally, cancer was associated with a significantly lower likelihood of engaging in physical activity in the overall cohort and in using post-CVD rehabilitation regimens, particularly post-stroke rehabilitation. CONCLUSION Preventive pharmacological agents are underutilized in those with cancer and concomitant CVD, and physical activity is underutilized in patients with cancer in those with or without CVD. LAY SUMMARY •This paper compared the use of preventive cardiovascular measures, both pharmaceutical and non-pharmaceutical, in patients with and without cancer.•In patients with cardiovascular disease and cancer, there is a lower use of preventive cardiovascular medications compared with those with cardiovascular disease but without cancer. This includes a lower utilization of blood pressure-lowering medications, cholesterol-lowering medications, and aspirin.•Patients with cancer reported lower levels of exercise but higher levels of smoking cessation compared with those without cancer.
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Affiliation(s)
- Ahmed Sayed
- Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Malak Munir
- Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Daniel Addison
- Cardio-Oncology Program, Division of Cardiology, Ohio State University, Columbus, OH, USA
| | - Abdelrahman I Abushouk
- Department of Cardiovascular Medicine, Heart, Vascular & Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Susan F Dent
- Duke Cancer Institute, Department of Medicine, Duke University, Durham, NC, USA
| | - Tomas G Neilan
- Cardio-Oncology Program, Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Anne Blaes
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, MN, USA
| | - Michael G Fradley
- Cardio-Oncology Center of Excellence, Division of Cardiology, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Anju Nohria
- Cardio-Oncology Program, Division of Cardiology, Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Khaled Moustafa
- Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Salim S Virani
- Department of Medicine, Aga Khan University, Stadium Road, Karachi 74800, Pakistan
- Texas Heart Institute and Baylor College of Medicine, Houston, TX, USA
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Maurer GS, Clayton ZS. Anthracycline chemotherapy, vascular dysfunction and cognitive impairment: burgeoning topics and future directions. Future Cardiol 2023; 19:547-566. [PMID: 36354315 PMCID: PMC10599408 DOI: 10.2217/fca-2022-0086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 10/17/2022] [Indexed: 11/12/2022] Open
Abstract
Anthracyclines, chemotherapeutic agents used to treat common forms of cancer, increase cardiovascular (CV) complications, thereby necessitating research regarding interventions to improve the health of cancer survivors. Vascular dysfunction, which is induced by anthracycline chemotherapy, is an established antecedent to overt CV diseases. Potential treatment options for ameliorating vascular dysfunction have largely been understudied. Furthermore, patients treated with anthracyclines have impaired cognitive function and vascular dysfunction is an independent risk factor for the development of mild cognitive impairment. Here, we will focus on: anthracycline chemotherapy associated CV diseases risk; how targeting mechanisms underlying vascular dysfunction may be a means to improve both CV and cognitive health; and research gaps and potential future directions for the field of cardio-oncology.
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Affiliation(s)
- Grace S Maurer
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA
| | - Zachary S Clayton
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA
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Cross SH, Kavalieratos D. Public Health and Palliative Care. Clin Geriatr Med 2023; 39:395-406. [PMID: 37385691 PMCID: PMC10571066 DOI: 10.1016/j.cger.2023.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/01/2023]
Abstract
Meeting the needs of people at the end of life (EOL) is a public health (PH) concern, yet a PH approach has not been widely applied to EOL care. The design of hospice in the United States, with its focus on cost containment, has resulted in disparities in EOL care use and quality. Individuals with non-cancer diagnoses, minoritized individuals, individuals of lower socioeconomic status, and those who do not yet qualify for hospice are particularly disadvantaged by the existing hospice policy. New models of palliative care (both hospice and non-hospice) are needed to equitably address the burden of suffering from a serious illness.
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Affiliation(s)
- Sarah H Cross
- Division of Palliative Medicine, Department of Family and Preventive Medicine, Emory University, 1518 Clifton Road Northeast, Atlanta, GA 30322, USA.
| | - Dio Kavalieratos
- Division of Palliative Medicine, Department of Family and Preventive Medicine, Emory University, 1518 Clifton Road Northeast, Atlanta, GA 30322, USA
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Patel SR, Suero-Abreu GA, Ai A, Ramachandran MK, Meza K, Florez N. Inequity in care delivery in cardio-oncology: dissecting disparities in underrepresented populations. Front Oncol 2023; 13:1124447. [PMID: 37361603 PMCID: PMC10289233 DOI: 10.3389/fonc.2023.1124447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 05/03/2023] [Indexed: 06/28/2023] Open
Abstract
It is well known that patients with cancer have a significantly higher cardiovascular mortality risk than the general population. Cardio-oncology has emerged to focus on these issues including risk reduction, detection, monitoring, and treatment of cardiovascular disease or complications in patients with cancer. The rapid advances in early detection and drug development in oncology, along with socioeconomic differences, racial inequities, lack of support, and barriers to accessing quality medical care, have created disparities in various marginalized populations. In this review, we will discuss the factors contributing to disparities in cardio-oncologic care in distinct populations, including Hispanic/Latinx, Black, Asian and Pacific Islander, indigenous populations, sex and gender minorities, and immigrants. Some factors that contribute to differences in outcomes in cardio-oncology include the prevalence of cancer screening rates, genetic cardiac/oncologic risk factors, cultural stressors, tobacco exposure rates, and physical inactivity. We will also discuss the barriers to cardio-oncologic care in these communities from the racial and socioeconomic context. Appropriate and timely cardiovascular and cancer care in minority groups is a critical component in addressing these disparities, and there need to be urgent efforts to address this widening gap.
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Affiliation(s)
- Shruti Rajesh Patel
- Department of Medicine, Division of Oncology, Stanford University and Stanford Cancer Institute, Stanford, CA, United States
| | | | - Angela Ai
- Olive View-University of California, Los Angeles Medical Center, Los Angeles, CA, United States
| | - Maya K. Ramachandran
- Department of Medicine, Division of Oncology, Stanford University and Stanford Cancer Institute, Stanford, CA, United States
| | - Kelly Meza
- Dana Farber Cancer Institute, Boston, MA, United States
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7
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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] [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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8
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Orlovic M, Mossialos E, Orkaby AR, Joseph J, Gaziano JM, Skarf LM, Nohria A, Warraich HJ. Challenges for Patients Dying of Heart Failure and Cancer. Circ Heart Fail 2022; 15:e009922. [PMID: 36321448 DOI: 10.1161/circheartfailure.122.009922] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Hospice and palliative care were originally implemented for patients dying of cancer, both of which continue to be underused in patients with heart failure (HF). The objective of this study was to understand the unique challenges faced by patients dying of HF compared with cancer. METHODS We assessed differences in demographics, health status, and financial burden between patients dying of HF and cancer from the Health and Retirement Study. RESULTS The analysis included 3203 individuals who died of cancer and 3555 individuals who died of HF between 1994 and 2014. Compared with patients dying of cancer, patients dying of HF were older (80 years versus 76 years), had poorer self-reported health, and had greater difficulty with all activities of daily living while receiving less informal help. Their death was far more likely to be considered unexpected (39% versus 70%) and they were much more likely to have died without warning or within 1 to 2 hours (20% versus 1%). They were more likely to die in a hospital or nursing home than at home or in hospice. Both groups faced similarly high total healthcare out-of-pockets costs ($9988 versus $9595, P=0.6) though patients dying of HF had less wealth ($29 895 versus $39 008), thereby experiencing greater financial burden. CONCLUSIONS Compared with patients dying of cancer, those dying from HF are older, have greater difficulty with activities of daily living, are more likely to die suddenly, in a hospital or nursing home rather than home or hospice, and had worse financial burden.
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Affiliation(s)
- Martina Orlovic
- Imperial College London, Department of Surgery and Cancer, UK (M.O.).,London School of Economics and Political Science, Department of Health Policy, UK (M.O., E.M.)
| | - Elias Mossialos
- London School of Economics and Political Science, Department of Health Policy, UK (M.O., E.M.)
| | - Ariela R Orkaby
- Department of Medicine, VA Boston Healthcare System, MA (A.R.O., J.J., J.M.G., L.M.S., H.J.W.).,New England Geriatric Research, Education, and Clinical Center, VA Boston Healthcare System, MA (A.R.O., J.M.G.).,Division of Aging, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (A.R.O.)
| | - Jacob Joseph
- Department of Medicine, VA Boston Healthcare System, MA (A.R.O., J.J., J.M.G., L.M.S., H.J.W.).,Department of Medicine, Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (J.J., A.N., H.J.W.)
| | - J Michael Gaziano
- Department of Medicine, VA Boston Healthcare System, MA (A.R.O., J.J., J.M.G., L.M.S., H.J.W.).,New England Geriatric Research, Education, and Clinical Center, VA Boston Healthcare System, MA (A.R.O., J.M.G.)
| | - Lara M Skarf
- Department of Medicine, VA Boston Healthcare System, MA (A.R.O., J.J., J.M.G., L.M.S., H.J.W.)
| | - Anju Nohria
- Department of Medicine, Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (J.J., A.N., H.J.W.)
| | - Haider J Warraich
- Department of Medicine, VA Boston Healthcare System, MA (A.R.O., J.J., J.M.G., L.M.S., H.J.W.).,Department of Medicine, Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (J.J., A.N., H.J.W.)
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9
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Becker NV, Scott JW, Moniz MH, Carlton EF, Ayanian JZ. Association of Chronic Disease With Patient Financial Outcomes Among Commercially Insured Adults. JAMA Intern Med 2022; 182:1044-1051. [PMID: 35994265 PMCID: PMC9396471 DOI: 10.1001/jamainternmed.2022.3687] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 07/02/2022] [Indexed: 11/14/2022]
Abstract
Importance The bidirectional association between health and financial stability is increasingly recognized. Objective To describe the association between chronic disease burden and patients' adverse financial outcomes. Design, Setting, and Participants This cross-sectional study analyzed insurance claims data from January 2019 to January 2021 linked to commercial credit data in January 2021 for adults 21 years and older enrolled in a commercial preferred provider organization in Michigan. Exposures Thirteen common chronic conditions (cancer, congestive heart failure, chronic kidney disease, dementia, depression and anxiety, diabetes, hypertension, ischemic heart disease, liver disease, chronic obstructive pulmonary disease and asthma, serious mental illness, stroke, and substance use disorders). Main Outcomes and Measures Adjusted probability of having medical debt in collections, nonmedical debt in collections, any delinquent debt, a low credit score, or recent bankruptcy, adjusted for age group and sex. Secondary outcomes included the amount of medical, nonmedical, and total debt among individuals with nonzero debt. Results The study population included 2 854 481 adults (38.4% male, 43.3% female, 12.9% unknown sex, and 5.4% missing sex), 61.4% with no chronic conditions, 17.7% with 1 chronic condition, 14.8% with 2 to 3 chronic conditions, 5.4% with 4 to 6 chronic conditions, and 0.7% with 7 to 13 chronic conditions. Among the cohort, 9.6% had medical debt in collections, 8.3% had nonmedical debt in collections, 16.3% had delinquent debt, 19.3% had a low credit score, and 0.6% had recent bankruptcy. Among individuals with 0 vs 7 to 13 chronic conditions, the predicted probabilities of having any medical debt in collections (7.6% vs 32%), any nonmedical debt in collections (7.2% vs 24%), any delinquent debt (14% vs 43%), a low credit score (17% vs 47%) or recent bankruptcy (0.4% vs 1.7%) were all considerably higher for individuals with more chronic conditions and increased with each added chronic condition. Among individuals with medical debt in collections, the estimated amount increased with the number of chronic conditions ($784 for individuals with 0 conditions vs $1252 for individuals with 7-13 conditions) (all P < .001). In secondary analyses, results showed significant variation in the likelihood and amount of medical debt in collections across specific chronic conditions. Conclusions and Relevance This cross-sectional study of commercially insured adults linked to patient credit report outcomes shows an association between increasing burden of chronic disease and adverse financial outcomes.
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Affiliation(s)
- Nora V. Becker
- Division of General Medicine, University of Michigan Medical School, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
| | - John W. Scott
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Department of Surgery, University of Michigan Medical School, Ann Arbor
| | - Michelle H. Moniz
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Department of Obstetrics and Gynecology, University of Michigan Medical School, Ann Arbor
| | - Erin F. Carlton
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Division of Pediatric Critical Care Medicine, University of Michigan Medical School, Ann Arbor
- Susan B. Meister Child Health Evaluation and Research Center, Department of Pediatrics, University of Michigan Medical School, Ann Arbor
| | - John Z. Ayanian
- Division of General Medicine, University of Michigan Medical School, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
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Oseran AS, Sun T, Aggarwal R, Kyalwazi A, Yeh RW, Wadhera RK. Association Between Medicare Program Type and Health Care Access, Acute Care Utilization, and Affordability Among Adults With Cardiovascular Disease. Circ Cardiovasc Qual Outcomes 2022; 15:e008762. [PMID: 36052688 PMCID: PMC9489621 DOI: 10.1161/circoutcomes.121.008762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Medicare Advantage plans now provide health insurance coverage to >24 million older adults in the United States, and enrollment is increasing among individuals with cardiovascular disease (CVD). Whether Medicare Advantage enrollment is associated with similar health care access, acute care utilization, and financial strain for adults with CVD compared with traditional Medicare is unknown. METHODS We performed a cross-sectional study of Medicare beneficiaries 65 years or older with CVD using the 2019 National Health Interview Survey. We fit multivariable logistic regression models to examine the association of Medicare program type (Medicare Advantage versus traditional Medicare) with measures of health care access, acute care utilization, and affordability. RESULTS The weighted population included 11 013 437 Medicare beneficiaries, of whom 3 922 104 (35.6%) were enrolled in Medicare Advantage, and 7 091 334 (64.4%) were enrolled in traditional Medicare. Medicare Advantage and traditional Medicare enrollees were similar with respect to age, sex, racial/ethnic distribution, and household income; however, Medicare Advantage beneficiaries were more likely to live in an urban setting (82.7% versus 76.0%; P=0.01) and to be college educated (24.2% versus 19.0%; P=0.01). Medicare Advantage beneficiaries were more likely to have a usual source of care (93.5% versus 88.9%; OR, 1.99 [95% CI, 1.33-2.98)]; however, there were no other differences in health care access or utilization. Medicare Advantage beneficiaries were more likely to have problems paying medical bills (16.5% versus 11.6%; OR, 1.68 [1.17-2.40]) and to worry about paying medical bills (40.1% versus 33.8%; OR, 1.37 [1.07-1.76]) compared with those enrolled in traditional Medicare. CONCLUSIONS Adults with CVD in Medicare Advantage were more likely to experience financial strain related to their medical bills compared with those in traditional Medicare. As enrollment in Medicare Advantage grows, policy efforts should focus on ensuring care is affordable for patients with CVD.
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Affiliation(s)
- Andrew S. Oseran
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, MA
- Division of Cardiology, Massachusetts General Hospital, Boston
| | | | - Rahul Aggarwal
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, MA
| | - Ashley Kyalwazi
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, MA
| | - Robert W. Yeh
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, MA
| | - Rishi K. Wadhera
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, MA
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11
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Ahmad J, Muthyala A, Kumar A, Dani SS, Ganatra S. Disparities in Cardio-oncology: Effects On Outcomes and Opportunities for Improvement. Curr Cardiol Rep 2022; 24:1117-1127. [PMID: 35759170 PMCID: PMC9244335 DOI: 10.1007/s11886-022-01732-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/06/2022] [Indexed: 11/28/2022]
Abstract
Purpose of Review The purpose of this article is to provide a comprehensive review of available data on health disparities and the interconnected social determinants of health (SDOH) in cardio-oncology. We identify the gaps in the literature and suggest areas for future research. In addition, we propose strategies to address these disparities at various levels. Recent Findings There has been increasing recognition of health disparities and the role of SODH on an individual’s access to health care, quality of care, and outcomes of the illness. There is growing evidence of sex and race-based differences in cancer therapy-related cardiotoxicity. Recent studies have shown how access and quality of health care are affected by financial stability and rurality. Our recent study utilizing the social vulnerability index (SVI) and county-level patient data found graded increase in county-level cardio-oncology mortality with greater social vulnerability. The incremental impact of social vulnerability was higher for cardio-oncology mortality than for mortality related to either cancer or CVD alone. The mortality rates in these patients were higher in rural areas compared to urban areas regardless of social vulnerability. Additionally, for those within the counties within highest social vulnerability, Black individuals had significantly higher cardio-oncology mortality compared with White individuals. Summary Disparities in the cardio-oncology population are deep-rooted and widespread, leading to poor quality of life and increased mortality. It is crucial to integrate SDOH, not only in clinical care delivery but also in future research, and registry data to improve our understanding and the outcomes in our unique subset of cardio-oncology patients.
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Affiliation(s)
- Javaria Ahmad
- Department of Internal Medicine, Louisiana State University Health Sciences Center, Shreveport, LA, USA
| | - Anjani Muthyala
- Department of Internal Medicine, Saint Vincent Hospital, Worcester, MA, USA
| | - Ashish Kumar
- Department of Medicine, Cleveland Clinic Akron General, Akron, OH, USA
| | - Sourbha S Dani
- Cardio-Oncology Program, Division of Cardiovascular Medicine, Department of Medicine, Lahey Hospital and Medical Center, Burlington, MA, USA
| | - Sarju Ganatra
- Cardio-Oncology Program, Division of Cardiovascular Medicine, Department of Medicine, Lahey Hospital and Medical Center, Burlington, MA, USA
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12
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Sinha A, Bavishi A, Hibler EA, Yang EH, Parashar S, Okwuosa T, DeCara JM, Brown SA, Guha A, Sadler D, Khan SS, Shah SJ, Yancy CW, Akhter N. Interconnected Clinical and Social Risk Factors in Breast Cancer and Heart Failure. Front Cardiovasc Med 2022; 9:847975. [PMID: 35669467 PMCID: PMC9163546 DOI: 10.3389/fcvm.2022.847975] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 04/13/2022] [Indexed: 11/29/2022] Open
Abstract
Breast cancer and heart failure share several known clinical cardiovascular risk factors, including age, obesity, glucose dysregulation, cholesterol dysregulation, hypertension, atrial fibrillation and inflammation. However, to fully comprehend the complex interplay between risk of breast cancer and heart failure, factors attributed to both biological and social determinants of health must be explored in risk-assessment. There are several social factors that impede implementation of prevention strategies and treatment for breast cancer and heart failure prevention, including socioeconomic status, neighborhood disadvantage, food insecurity, access to healthcare, and social isolation. A comprehensive approach to prevention of both breast cancer and heart failure must include assessment for both traditional clinical risk factors and social determinants of health in patients to address root causes of lifestyle and modifiable risk factors. In this review, we examine clinical and social determinants of health in breast cancer and heart failure that are necessary to consider in the design and implementation of effective prevention strategies that altogether reduce the risk of both chronic diseases
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Affiliation(s)
- Arjun Sinha
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Avni Bavishi
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Elizabeth A. Hibler
- Department of Preventive Medicine, Division of Cancer Epidemiology and Prevention, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Eric H. Yang
- UCLA Cardio-Oncology Program, Division of Cardiology, Department of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Susmita Parashar
- Division of Cardiology, Department of Medicine, Emory University, Atlanta, GA, United States
| | - Tochukwu Okwuosa
- Division of Cardiology, Department of Medicine, Rush University Medical Center, Chicago, IL, United States
| | - Jeanne M. DeCara
- Section of Cardiology, Department of Medicine, University of Chicago Medicine, Chicago, IL, United States
| | - Sherry-Ann Brown
- Division of Cardiology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Avirup Guha
- Cardio-Oncology Program, Division of Cardiology, Medical College of Georgia at Augusta University, Augusta, GA, United States
- Cardio-Oncology Program, Division of Cardiology, The Ohio State University Medical Center, Columbus, OH, United States
| | - Diego Sadler
- Robert and Suzanne Tomsich Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic Florida, Weston, FL, United States
| | - Sadiya S. Khan
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Sanjiv J. Shah
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Clyde W. Yancy
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Nausheen Akhter
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- *Correspondence: Nausheen Akhter
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13
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Suero-Abreu GA, Patel S, Duma N. Disparities in Cardio-Oncology Care in the Hispanic/Latinx Population. JCO Oncol Pract 2022; 18:404-409. [PMID: 35544659 DOI: 10.1200/op.22.00045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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14
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Jain B, Bajaj SS, Paguio JA, Yao JS, Casipit BA, Dee EC, Bhatt DL. Socioeconomic disparities in healthcare utilization for atherosclerotic cardiovascular disease. Am Heart J 2022; 246:161-165. [PMID: 35093303 DOI: 10.1016/j.ahj.2022.01.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 01/19/2022] [Accepted: 01/19/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND The impact of the social determinants of health on healthcare utilization for patients with atherosclerotic cardiovascular disease (ASCVD) remains incompletely characterized. METHODS We queried the National Health Interview Survey from 2000-2018 to examine disparities in healthcare utilization metrics by education, income-to-poverty ratio, and health insurance coverage for adults with self-reported ASCVD. RESULTS We show that, while education and income-to-poverty ratios demonstrated significant disparities for provider visits and preventive screenings, the largest disparities were noted for health insurance coverage. CONCLUSIONS These trends suggest that efforts to expand private or government insurance to improve coverage for patients with ASCVD may address healthcare utilization-based disparities.
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Affiliation(s)
- Bhav Jain
- Massachusetts Institute of Technology, Cambridge, MA
| | | | | | - Jasper Seth Yao
- Department of Internal Medicine, Albert Einstein Medical Center, Philadelphia, PA
| | - Bruce A Casipit
- Department of Internal Medicine, Albert Einstein Medical Center, Philadelphia, PA
| | - Edward Christopher Dee
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY; Harvard Medical School, Boston, MA
| | - Deepak L Bhatt
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
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15
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Taha MB, Valero-Elizondo J, Yahya T, Caraballo C, Khera R, Patel KV, Ali HJR, Sharma G, Mossialos E, Cainzos-Achirica M, Nasir K. Cost-Related Medication Nonadherence in Adults With Diabetes in the United States: The National Health Interview Survey 2013-2018. Diabetes Care 2022; 45:594-603. [PMID: 35015860 DOI: 10.2337/dc21-1757] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 12/09/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Health-related expenditures resulting from diabetes are rising in the U.S. Medication nonadherence is associated with worse health outcomes among adults with diabetes. We sought to examine the extent of reported cost-related medication nonadherence (CRN) in individuals with diabetes in the U.S. RESEARCH DESIGN AND METHODS We studied adults age ≥18 years with self-reported diabetes from the National Health Interview Survey (NHIS) (2013-2018), a U.S. nationally representative survey. Adults reporting skipping doses, taking less medication, or delaying filling a prescription to save money in the past year were considered to have experienced CRN. The weighted prevalence of CRN was estimated overall and by age subgroups (<65 and ≥65 years). Logistic regression was used to identify sociodemographic characteristics independently associated with CRN. RESULTS Of the 20,326 NHIS participants with diabetes, 17.6% (weighted 2.3 million) of those age <65 years reported CRN, compared with 6.9% (weighted 0.7 million) among those age ≥65 years. Financial hardship from medical bills, lack of insurance, low income, high comorbidity burden, and female sex were independently associated with CRN across age groups. Lack of insurance, duration of diabetes, current smoking, hypertension, and hypercholesterolemia were associated with higher odds of reporting CRN among the nonelderly but not among the elderly. Among the elderly, insulin use significantly increased the odds of reporting CRN (odds ratio 1.51; 95% CI 1.18, 1.92). CONCLUSIONS In the U.S., one in six nonelderly and one in 14 elderly adults with diabetes reported CRN. Removing financial barriers to accessing medications may improve medication adherence among these patients, with the potential to improve their outcomes.
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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, TX
| | - Javier Valero-Elizondo
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX.,Center for Outcomes Research, Houston Methodist, Houston, TX
| | - Tamer Yahya
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX
| | - César Caraballo
- Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, CT
| | - Rohan Khera
- Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, CT.,Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT
| | - Kershaw V Patel
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX
| | - Hyeon Ju R Ali
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX
| | - Garima Sharma
- Division of Cardiology, Johns Hopkins Ciccarone Center for Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine and Hospital, Baltimore, MD
| | - Elias Mossialos
- Department of Health Policy, London School of Economics and Political Sciences, London, U.K
| | - Miguel Cainzos-Achirica
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX.,Center for Outcomes Research, Houston Methodist, Houston, TX
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX.,Center for Outcomes Research, Houston Methodist, Houston, TX
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16
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Abstract
Financial toxicity describes the negative effects of the economic burden of medical care on patients that potentially lead to poor well-being and quality of life. Co-ordinated efforts at the care provider, health system, insurance and government level, supported by emerging research into remedial approaches, are needed to address this problem.
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Affiliation(s)
- Maria Pisu
- Division of Preventive Medicine, University of Alabama at Birmingham, Birmingham, AL, USA. .,O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL, USA.
| | - Michelle Y. Martin
- Center for Innovation in Health Equity Research, Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis, TN, USA
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17
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Lee SJ, Kim H, Oh BK, Choi HI, Lee JY, Lee SH, Kim BJ, Kim BS, Kang JH, Kang J, Kim SH, Sung KC. Association of inter-arm systolic blood pressure differences with arteriosclerosis and atherosclerosis: A cohort study of 117,407 people. Atherosclerosis 2022; 342:19-24. [DOI: 10.1016/j.atherosclerosis.2021.12.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 11/27/2021] [Accepted: 12/09/2021] [Indexed: 11/02/2022]
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18
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Thotamgari SR, Sheth AR, Grewal US. Racial Disparities in Cardiovascular Disease Among Patients with Cancer in the United States: The Elephant in the Room. EClinicalMedicine 2022; 44:101297. [PMID: 35198921 PMCID: PMC8851072 DOI: 10.1016/j.eclinm.2022.101297] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 01/17/2022] [Accepted: 01/19/2022] [Indexed: 11/16/2022] Open
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