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Mallick S, Sakowitz S, Bakhtiyar SS, Cho NY, Coaston T, Aguayo E, Benharash P. Race based disparities in clinical and financial outcomes associated with major elective and emergent surgery. Surg Open Sci 2025; 26:39-46. [PMID: 40421313 PMCID: PMC12104640 DOI: 10.1016/j.sopen.2025.04.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2025] [Revised: 04/16/2025] [Accepted: 04/25/2025] [Indexed: 05/28/2025] Open
Abstract
Background Racial health disparities are responsible for ∼$50 billion in excess annual healthcare expenditures, driven in part by unequal access to preventive services. We thus studied cost differences in abdominal aortic aneurysm repair (AAA), coronary artery bypass graft (CABG), and colon resection for malignancy (COL), as the elective status of these procedures suggest greater access to preventive care and screening. Methods All adult hospitalizations for AAA, CABG, and COL were identified using the 2011-2020 National Inpatient Sample. Generalized linear models were developed to assess cost differences for emergent versus elective surgeries across different racial groups. Results Of an estimated 3,069,339 patients, 1,300,717 (42.4%) underwent an emergent operation. The proportion of procedures performed emergently increased from 39.4 in 2011 to 44.5% in 2020 (p < 0.001). After risk adjustment, emergent procedures were associated with a $13,645 (95%CI 13,470-13,820) increment in per-patient hospitalization costs compared with elective, representing a 33% relative difference. The overall adjusted cost difference of emergent surgery was higher for Black ($15,552), Hispanic ($14,525), and Asian/Pacific Islanders ($16,887) patients as compared to White patients ($13,086; all p < 0.001). Emergent surgery was associated with increased adjusted odds of experiencing in-hospital mortality and all major examined postoperative complications, as well as being linked with increased length of stay. Conclusions Over a decade, the conversion of only 10% of such procedures to planned elective cases would be associated with $1,774,882,977 in cost savings nationally. With racial minorities experiencing the maximal detriment both clinically and financially, implementing proven strategies can help reduce race-based disparities and annual healthcare expenditures.
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Affiliation(s)
- Saad Mallick
- Center for Advanced Surgical & Interventional Technology, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Sara Sakowitz
- Center for Advanced Surgical & Interventional Technology, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | | | - Nam Yong Cho
- Center for Advanced Surgical & Interventional Technology, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Troy Coaston
- Center for Advanced Surgical & Interventional Technology, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Esteban Aguayo
- Center for Advanced Surgical & Interventional Technology, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Peyman Benharash
- Center for Advanced Surgical & Interventional Technology, Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
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Mansoor T, Jabbar ABA, Agarwal S, Ismayl M, Abramov D, Parikh S, Brubaker A, Misra A, Virani S, Gupta V, Minhas AMK, Koshy SKG. Racial and ethnic disparities in the prevalence, outcomes, and management of infective endocarditis in the United States. CARDIOVASCULAR REVASCULARIZATION MEDICINE 2025:S1553-8389(25)00165-4. [PMID: 40254531 DOI: 10.1016/j.carrev.2025.04.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2025] [Revised: 04/04/2025] [Accepted: 04/08/2025] [Indexed: 04/22/2025]
Abstract
INTRODUCTION Racial/ethnic differences in the prevalence, outcomes, and management of infective endocarditis (IE) remain unclear. METHODS We assessed racial/ethnic differences in the prevalence, baseline characteristics, surgical intervention (valve replacement/repair), and clinical outcomes of hospitalizations for IE from 2016 to 2021 using the National Inpatient Sample (NIS). A multivariable regression model was used to adjust for potential confounders. RESULTS A total of 78,600 hospitalizations for IE were identified, of which 76.7 % included White race, 10.7 % Black race, 7.7 % Hispanic ethnicity, and 4.9 % from other races/ethnicities. The median age was 51 (Interquartile Range [IQR] 34-67), and 41.1 % were female. Black race, Hispanic ethnicity, and other races/ethnicities were not associated with a significant difference in odds of receiving cardiac valve intervention when compared to White race. Black race (aOR 1.40; CI 1.08-1.80) was associated with higher odds of in-hospital mortality compared to White race. Black race, Hispanic ethnicity, and patients of other races/ethnicities were associated with higher odds of acute kidney injury requiring dialysis compared to White patients. Black race and patients of other races/ethnicities were associated with higher odds of cardiogenic shock when compared to White race. Black race was associated with lower odds of spleen infarction when compared to White patients. CONCLUSION Racial/ethnic disparities exist in the prevalence, outcomes, and management of patients hospitalized for IE in the US. Further studies are warranted to identify the reasons for such disparities and to guide policy initiatives to achieve equity.
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Affiliation(s)
- Taha Mansoor
- Department of Internal Medicine, Western Michigan University Homer Stryker M.D. School of Medicine, Kalamazoo, MI, USA.
| | - Ali Bin Abdul Jabbar
- Department of Internal Medicine, Creighton University School of Medicine, Omaha, NE, USA
| | | | - Mahmoud Ismayl
- Department of Cardiology, Mayo Clinic, Rochester, MN, USA
| | - Dmitry Abramov
- Department of Medicine, Division of Cardiology, Loma Linda University Medical Center, Loma Linda, CA, USA
| | - Sachin Parikh
- Division of Cardiology, Henry Ford Hospital, Detroit, MI, USA
| | - Austin Brubaker
- Department of Biomedical Informatics, Western Michigan University Homer Stryker M.D. School of Medicine, Kalamazoo, MI, USA
| | - Arunima Misra
- Department of Medicine, Section of Cardiology, Baylor College of Medicine, Houston, TX, USA
| | - Salim Virani
- Department of Medicine, Aga Khan University, Karachi, Pakistan; Department of Population Health, Aga Khan University, Nairobi, Kenya
| | - Vishal Gupta
- Department of Cardiology, Ascension Borgess Hospital, Kalamazoo, MI, USA
| | | | - Santhosh K G Koshy
- Department of Internal Medicine, Western Michigan University Homer Stryker M.D. School of Medicine, Kalamazoo, MI, USA; Department of Cardiology, Ascension Borgess Hospital, Kalamazoo, MI, USA
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Faloye AO, Houston BT, Milam AJ. Racial and Ethnic Disparities in Cardiovascular Care. J Cardiothorac Vasc Anesth 2024; 38:1623-1626. [PMID: 38876812 DOI: 10.1053/j.jvca.2024.04.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Accepted: 04/03/2024] [Indexed: 06/16/2024]
Affiliation(s)
| | - Bobby T Houston
- Department of Anesthesiology, University of Florida College of Medicine, Gainesville, FL
| | - Adam J Milam
- Department of Anesthesiology and Perioperative Medicine; Mayo Clinic; Phoenix, AZ
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Ismayl M, Ahmed H, Goldsweig AM, Alkhouli M, Guerrero M. Racial, ethnic, and sex disparities in the utilization and outcomes of tricuspid valve surgery. Ann Med Surg (Lond) 2024; 86:4368-4376. [PMID: 39118698 PMCID: PMC11305732 DOI: 10.1097/ms9.0000000000002203] [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: 03/27/2024] [Accepted: 05/08/2024] [Indexed: 08/10/2024] Open
Abstract
Background Data on racial/ethnic and sex disparities in the utilization and outcomes of tricuspid valve surgery (TVS) in the United States are scarce. The authors aimed to evaluate the impact of race/ethnicity and sex on the utilization and outcomes of TVS. Methods The authors analyzed the National Inpatient Sample database from 2016 to 2020 to identify hospitalizations for TVS. Racial/ethnic and sex disparities in TVS outcomes were determined using logistic regression models. Results Between 2016 and 2020, 19 395 hospitalizations for TVS were identified. The utilization rate (number of surgeries/100,000 hospitalizations) was lower in Black and Hispanic patients compared with White patients for surgical tricuspid valve repair (STVr) (331 versus 493 versus 634, P<0.01) and surgical tricuspid valve replacement (STVR) (312 versus 601 versus 728, P<0.01). Similarly, the utilization rate was lower for women compared with men for STVr (1021 versus 1364, P<0.01) and STVR (930 versus 1,316, P<0.01). Compared to White men undergoing TVS, all women had lower odds of acute kidney injury [adjusted odds ratio (aOR) 0.65, 95% CI 0.55-0.78] and higher odds of blood transfusion (aOR 1.30, 95% CI 1.07-1.59), and Black men had higher odds of blood transfusion (aOR 1.59, 95% CI 1.08-2.35). In-hospital mortality and other surgical complications were similar between all groups (all P>0.05). Conclusions Significant racial/ethnic and sex disparities exist in the utilization of TVS in the United States. Further studies are needed to understand the reasons for these disparities and to identify effective strategies for their mitigation.
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Affiliation(s)
- Mahmoud Ismayl
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN
| | - Hasaan Ahmed
- Department of Internal Medicine, Creighton University, Omaha, NE
| | - Andrew M. Goldsweig
- Department of Cardiovascular Medicine, Baystate Medical Center, Springfield, MA, USA
| | - Mohamad Alkhouli
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN
| | - Mayra Guerrero
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN
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Milam AJ, Ogunniyi MO, Faloye AO, Castellanos LR, Verdiner RE, Stewart JW, Chukumerije M, Okoh AK, Bradley S, Roswell RO, Douglass PL, Oyetunji SO, Iribarne A, Furr-Holden D, Ramakrishna H, Hayes SN. Racial and Ethnic Disparities in Perioperative Health Care Among Patients Undergoing Cardiac Surgery: JACC State-of-the-Art Review. J Am Coll Cardiol 2024; 83:530-545. [PMID: 38267114 DOI: 10.1016/j.jacc.2023.11.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 11/08/2023] [Indexed: 01/26/2024]
Abstract
There has been little progress in reducing health care disparities since the 2003 landmark Institute of Medicine's report Unequal Treatment. Despite the higher burden of cardiovascular disease in underrepresented racial and ethnic groups, they have less access to cardiologists and cardiothoracic surgeons, and have higher rates of morbidity and mortality with cardiac surgical interventions. This review summarizes existing literature and highlights disparities in cardiovascular perioperative health care. We propose actionable solutions utilizing multidisciplinary perspectives from cardiology, cardiac surgery, cardiothoracic anesthesiology, critical care, medical ethics, and health disparity experts. Applying a health equity lens to multipronged interventions is necessary to eliminate the disparities in perioperative health care among patients undergoing cardiac surgery.
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Affiliation(s)
- Adam J Milam
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Phoenix, Arizona, USA.
| | - Modele O Ogunniyi
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA; Grady Health System, Atlanta, Georgia, USA
| | - Abimbola O Faloye
- Department of Anesthesiology, Emory University, Atlanta, Georgia, USA. https://twitter.com/bfaloyeMD
| | - Luis R Castellanos
- Division of Cardiovascular Medicine, Department of Medicine, University of California-San Diego, La Jolla, California, USA. https://twitter.com/lrcastel
| | - Ricardo E Verdiner
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Phoenix, Arizona, USA. https://twitter.com/VerdinerMD
| | - James W Stewart
- Yale School of Medicine, Department of Surgery, New Haven, Connecticut, USA. https://twitter.com/stewartwjames
| | - Merije Chukumerije
- Department of Cardiovascular Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA. https://twitter.com/DrMerije
| | - Alexis K Okoh
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA. https://twitter.com/OkohMD
| | - Steven Bradley
- Department of Anesthesia and Critical Care, Moffitt Cancer Center, Tampa, Florida, USA. https://twitter.com/stevenbradleyMD
| | - Robert O Roswell
- Department of Cardiology, Zucker School of Medicine at Hofstra/Northwell Health, New York, New York, USA. https://twitter.com/DrRobRoswell
| | - Paul L Douglass
- Center for Cardiovascular Care, Wellstar Atlanta Medical Center, Atlanta, Georgia, USA
| | - Shakirat O Oyetunji
- Division of Cardiothoracic Surgery, University of Washington, Seattle, Washington, USA. https://twitter.com/LaraOyetunji
| | - Alexander Iribarne
- Department of Cardiothoracic Surgery, Staten Island University Hospital, Northwell Health, Staten Island, New York, USA
| | - Debra Furr-Holden
- Department of Epidemiology, School of Global Public Health, New York University, New York, New York, USA. https://twitter.com/DrDebFurrHolden
| | - Harish Ramakrishna
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Sharonne N Hayes
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota, USA. https://twitter.com/SharonneHayes
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Amabile A, Geirsson A. Commentary: Persistent racial disparity in myocardial revascularization: A call to action. J Thorac Cardiovasc Surg 2023; 166:1097-1098. [PMID: 35249757 DOI: 10.1016/j.jtcvs.2022.02.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Revised: 02/06/2022] [Accepted: 02/07/2022] [Indexed: 10/19/2022]
Affiliation(s)
- Andrea Amabile
- Division of Cardiac Surgery, Department of Surgery, Yale School of Medicine, New Haven, Conn
| | - Arnar Geirsson
- Division of Cardiac Surgery, Department of Surgery, Yale School of Medicine, New Haven, Conn.
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Fisher Z, Hughes G, Staggs J, Moore T, Kinder N, Vassar M. Health Inequities in Coronary Artery Bypass Grafting Literature: A Scoping Review. Curr Probl Cardiol 2023; 48:101640. [PMID: 36792023 DOI: 10.1016/j.cpcardiol.2023.101640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Accepted: 02/04/2023] [Indexed: 02/15/2023]
Abstract
Although life saving, health inequities exist regarding access and patient outcomes in Coronary artery bypass grafting (CABG), especially among marginalized groups. This scoping review's goal is to outline existing literature and highlight gaps for future research. Researchers followed guidance from the Joanna Briggs Institute and PRISMA extension for scoping reviews. We conducted a search to identify articles published between 2016 and 2022 regarding CABG and inequity groups, defined by the National Institutes of Health. Fifty-seven articles were included in our final sample. Race/Ethnicity was examined in 39 incidences, Sex or Gender 29 times, Income 17 instances, Geography 10 instances, and Education Level 3 instances. Occupation Status 2 instances, and LGBTQ+ 0 times. Important disparities exist regarding CABG access and outcomes, especially involving members of the LGBTQ+, Native American, and Black communities. Further research is needed to address health disparities and their root causes for focused action and improved health of minoritized groups.
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Affiliation(s)
- Zachariah Fisher
- Office of Medical Student Research, Oklahoma State University Center for Health Sciences, Tulsa, OK.
| | - Griffin Hughes
- Office of Medical Student Research, Oklahoma State University Center for Health Sciences, Tulsa, OK
| | - Jordan Staggs
- Office of Medical Student Research, Oklahoma State University Center for Health Sciences, Tulsa, OK
| | - Ty Moore
- Office of Medical Student Research, Oklahoma State University Center for Health Sciences, Tulsa, OK
| | | | - Matt Vassar
- Office of Medical Student Research, Oklahoma State University Center for Health Sciences, Tulsa, OK
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8
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Babahajiani M, Zarepur E, Khosravi A, Mohammadifard N, Noohi F, Alikhasi H, Nasirian S, Moezi Bady SA, Janjani P, Solati K, Lotfizadeh M, Ghaffari S, Javanmardi E, Salari A, Gholipour M, Dehghani M, Cheraghi M, Assareh A, Haybar H, Namayandeh SM, Madadi R, Kojuri J, Mansourian M, Sarrafzadegan N. Ethnic differences in the lifestyle behaviors and premature coronary artery disease: a multi-center study. BMC Cardiovasc Disord 2023; 23:170. [PMID: 36991315 PMCID: PMC10061766 DOI: 10.1186/s12872-023-03192-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 03/21/2023] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND Diverse ethnic groups that exist in Iran may differ regarding the risk factors such as hypertension, hyperlipidemia, dyslipidemia, diabetes mellitus, and family history of non-communicable disease. Premature Coronary Artery Disease (PCAD) is more endemic in Iran than before. This study sought to assess the association between ethnicity and lifestyle behaviors in eight major Iranian ethnic groups with PCAD. METHODS In this study, 2863 patients aged ≤ 70 for women and ≤ 60 for men who underwent coronary angiography were recruited in a multi-center framework. All the patients' demographic, laboratory, clinical, and risk factor data were retrieved. Eight large ethnicities in Iran, including the Farses, the Kurds, the Turks, the Gilaks, the Arabs, the Lors, the Qashqai, and the Bakhtiari were evaluated for PCAD. Different lifestyle components and having PCAD were compared among the ethnical groups using multivariable modeling. RESULTS The mean age of the 2863 patients participated was 55.66 ± 7.70 years. The Fars ethnicity with 1654 people, was the most subject in this study. Family history of more than three chronic diseases (1279 (44.7%) was the most common risk factor. The Turk ethnic group had the highest prevalence of ≥ 3 simultaneous lifestyle-related risk factors (24.3%), and the Bakhtiari ethnic group had the highest prevalence of no lifestyle-related risk factors (20.9%). Adjusted models showed that having all three abnormal lifestyle components increased the risk of PCAD (OR = 2.28, 95% CI: 1.04-1.06). The Arabs had the most chance of getting PCAD among other ethnicities (OR = 2.26, 95%CI: 1.40-3.65). While, the Kurds with a healthy lifestyle showed the lowest chance of getting PCAD (OR = 1.96, 95%CI: 1.05-3.67)). CONCLUSIONS This study found there was heterogeneity in having PACD and a diverse distribution in its well-known traditional lifestyle-related risk factors among major Iranian ethnic groups.
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Affiliation(s)
- Media Babahajiani
- Student Research Committee, Vice Chancellor for Research and Technology, Kurdistan University of Medical Sciences, Sanandaj, Iran
| | - Ehsan Zarepur
- Interventional Cardiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
- Department of Cardiology, Medicine School, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Alireza Khosravi
- Hypertension Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
- The Iranian Network of Cardiovascular Research (INCVR), Isfahan, Iran
| | - Noushin Mohammadifard
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Feridoun Noohi
- The Iranian Network of Cardiovascular Research (INCVR), Isfahan, Iran
- Shahid Rajaie Cardiovascular, Medical and Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Hasan Alikhasi
- Heart Failure Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Shima Nasirian
- Pediatric Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Seyed Ali Moezi Bady
- Cardiovascular Diseases Research Center, Birjand University of Medical Sciences, Birjand, Iran
- Clinical Research Development Unit, Imam Reza Hospital, Birjand University of Medical Sciences, Birjand, Iran
| | - Parisa Janjani
- Cardiovascular Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Kamal Solati
- Department of Psychiatry, Shahrekord University of Medical Sciences, Shahrekord, Iran
| | - Masoud Lotfizadeh
- Social Determinants of Health Research Center, Shahrekord University of Medical Sciences, Shahrekord, Iran
| | - Samad Ghaffari
- The Iranian Network of Cardiovascular Research (INCVR), Isfahan, Iran
- Cardiovascular Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Elmira Javanmardi
- Department of Cardiovascular Medicine, Amiralmomenin Hospital, Maragheh University Medical Sciences, Maragheh, Iran
| | - Arsalan Salari
- Department of cardiology, Healthy heart research center, Heshmat hospital, School of medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Mahboobeh Gholipour
- Department of Cardiology, Healthy Heart Research Center, Heshmat Hospital, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Mostafa Dehghani
- Department of Cardiovascular research Center, Shahid Rahimi Hospital, Lorestan university of Medical Science, Khorramabad, Iran
| | - Mostafa Cheraghi
- Department of Cardiovascular Research Center, Shahid Rahimi Hospital, Lorestan university of Medical Science, Khorramabad, Iran
| | - Ahmadreza Assareh
- The Iranian Network of Cardiovascular Research (INCVR), Isfahan, Iran
- Atherosclerosis Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Habib Haybar
- Atherosclerosis Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | | | - Reza Madadi
- Zanjan University of Medical Sciences, Zanjan, Iran
| | - Javad Kojuri
- The Iranian Network of Cardiovascular Research (INCVR), Isfahan, Iran
- Clinical Education Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Marjan Mansourian
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran.
| | - Nizal Sarrafzadegan
- The Iranian Network of Cardiovascular Research (INCVR), Isfahan, Iran
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
- Faculty of Medicine, School of Population and Public Health, University of British Columbia, Vancouver, Canada
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