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Submitted: 18 May 2024
Revision: 08 Nov 2024
Accepted: 06 Jan 2025
ePublished: 18 Mar 2025
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J Cardiovasc Thorac Res. 2025;17(1): 49-57.
doi: 10.34172/jcvtr.025.33190
  Abstract View: 134
  PDF Download: 142

Original Article

Investigating ethnic differences in risk factors and severity of developing premature coronary artery disease: Predicting the effect of risk factors through decision tree analysis in a multicenter case-control study; Results from Iran Premature Coronary Artery Disease (IPAD study)

Seyed Ali Moezi Bady 1 ORCID logo, Fatemeh Salmani 2, Ehsan Zarepur 3,4, Toba Kazemi 1, Neda Partovi 1, Nazanin Hanafi Bojd 1, Saeede Khosravi Bizhaem 1, Alireza Khosravi Farsani 5, Noushin Mohammadifard 6, Fereidoon Nouhi 7,8, Hassan Alikhasi 9, Masoumeh Sadeghi 10, Hamidreza Roohafza 10, Razieh Hassannejad 11, Katayoun Rabiei 6, Nahid Salehi 12, Kamal Solati 13, Masoud Lotfizadeh 14, Samad Ghaffari 7,15, Elmira Javanmardi 16, Arsalan Salari 17, Mostafa Dehghani 18, Mostafa Cheraghi 18, Habib Haybar 7,19, Reza Madadi 20, Nahid Azdaki 1,21* ORCID logo, Nizal Sarrafzadegan 7,11,22

1 Cardiovascular Diseases Research Center, Birjand University of Medical Sciences, Birjand, Iran
2 Geriatric Health Research Center, Birjand University of Medical Sciences, Birjand, Iran
3 Interventional Cardiology Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
4 Department of Cardiology, Medicine School, Isfahan University of Medical Sciences, Isfahan, Iran
5 Hypertension Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
6 Pediatric Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
7 The Iranian Network of Cardiovascular Research (INCVR), Iran
8 Rajaie Cardiovascular Medical and Research Center, Iran University of Medical Sciences, Tehran, Iran
9 Heart Failure Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
10 Cardiac Rehabilitation Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
11 Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
12 Cardiovascular Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
13 Department of Psychiatry, Shahrekord University of Medical Sciences, Shahrekord, Iran
14 Social Determinants of Health Research Center, Shahrekord University of Medical Sciences, Shahrekord, Iran
15 Cardiovascular Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
16 Department of Cardiovascular Medicine, Heart Center, Maragheh University of Medical Sciences, Amiralmomenin Hospital, Maragheh, Iran
17 Department of Cardiology, Healthy Heart Research Center, Heshmat Hospital, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
18 Department of Cardiovascular Research Center, Shahid Rahimi Hospital, Lorestan University of Medical Sciences, Khorramabad, Iran
19 Atherosclerosis Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
20 Department of Cardiology, Zanjan University of Medical Sciences, Zanjan, Iran
21 Clinical Research Development Unit, Razi Hospital, Birjand University of Medical Sciences, Birjand, Iran
22 Faculty of Medicine, School of Population and Public Health, University of British Columbia, Vancouver, Canada
*Corresponding Author: Nahid Azdaki, Email: nahidazdaki@yahoo.com

Abstract

Introduction: Premature coronary artery disease (PCAD) has an ascending trend especially in developing countries. This study have investigated the risk factors and severity of developing CAD across various Iranian ethnicities.

Methods: This case-control study was done on 3015 Iranian patients undergoing coronary artery angiography, across highly populated Iranian ethnicities including Bakhtiari, Azari, Qashqai, Arab, Fars, Kurd, Gilak, and Lur. This study was performed over three years in 14 capitals of provinces in Iran headed by Isfahan Cardiovascular Research Center, by including men≤60 years old and women≤70 years undergoing coronary artery angiography. If they had coronary stenosis above 75% (more than 50% in the left main), they were categorized as Case group .The effects of conventional risk factors as well as psychosocial ones including age, gender, weight, Body mass index (BMI), economic status, cigarette smoking, drugs of abuse, stress, anxiety, diabetes, hypertension, etc. were determined in each ethnicity using decision tree statistical method. Also, via logistic regression method, the odds of incidence of CAD in each ethnicity were specified against the Fars ethnicity (the predominant ethnicity in Iran).

Results: The most common risk factor among different ethnicities was age and male gender. Also, among the Iranian ethnicities, Kurd had the lowest chance while Gilak and Azari had the highest chance of developing PCAD as compared to the Fars ethnicity. Investigation of the behavioral and psychological dimensions indicated that stress was significantly higher among those without coronary artery involvement as compared to those with this involvement. The decision tree model could predict that among Gilakis, Fasting blood sugar (FBS) above 126 and in Lurs opium as well as diastolic blood pressure above 85, and in Kurds male gender would considerably increase the odds of developing CAD.

Conclusion: The model obtained from the decision tree indicated that although variables of age, gender, cigarette, and opium are among the main risk factors for involvement of coronary arteries among young adult patients, in different ethnicities, the risk level of each of these risk factors in incidence of PCAD is different. This means among Kurds, age, among Gilakis diabetes, and among Lurs opium are more important.


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