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Voutilainen A, Brester C, Kolehmainen M, Tuomainen TP. Epidemiological analysis of coronary heart disease and its main risk factors: are their associations multiplicative, additive, or interactive? Ann Med 2022; 54:1500-1510. [PMID: 35603961 PMCID: PMC9132387 DOI: 10.1080/07853890.2022.2078875] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVE The purpose of this study was to discover how considering multiplicative, additive, and interactive effects modifies results of a prospective cohort study on coronary heart disease (CHD) incidence and its main risk factors. MATERIAL AND METHODS The Kuopio Ischaemic Heart Disease Risk Factor (KIHD) Study provided the study material, 2682 Eastern Finnish middle-aged men, followed since the 1980s. We applied multiplicative and additive survival models together with different statistical metrics and confidence intervals for risk ratios and risk differences to estimate the nature of associations. RESULTS The mean (SD) follow-up time among men who were free of CHD at baseline (n = 1958) was 21.4 (10.4) years, and 717 (37%) of them had the disease and 301 (15%) died for CHD before the end of follow-up. All tested non-modifiable and modifiable risk factors statistically significantly predicted CHD incidence. We detected three interactions: circulating low-density lipoprotein cholesterol (LDL-C) × age, obesity × age, and obesity × smoking of which LDL-C × age was the most evident one. High LDL-C increased the risk of CHD more among men younger than 50 [risk ratio (RR) 2.10] than those older than 50 (RR 1.22). LDL-C status was the only additive covariate. The additive effect of high LDL-C increased almost linearly up to 18 years and then reached a plateau. The simple multiplicative survival model stressed glycemic status as the strongest modifiable risk factor for developing CHD [hazard ratio (HR) for diabetes vs. normoglycemia was 2.69], whereas the model considering interactions and time dependence emphasised the role of LDL-C status (HR for high LDL-C vs. lower than borderline was 4.43). Age was the strongest non-modifiable predictor. CONCLUSIONS Including covariate interactions and time dependence in survival models potentially refine results of epidemiological analyses and ease to define the order of importance across CHD risk factors. KEY MESSAGESIncluding covariate interactions and time dependence in survival models potentially refine results of epidemiological analyses on coronary heart disease.Including covariate interactions and time dependence in survival models potentially ease to define the order of importance across coronary heart disease risk factors.
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Affiliation(s)
- Ari Voutilainen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Christina Brester
- Department of Environmental and Biological Sciences, University of Eastern Finland, Kuopio, Finland
| | - Mikko Kolehmainen
- Department of Environmental and Biological Sciences, University of Eastern Finland, Kuopio, Finland
| | - Tomi-Pekka Tuomainen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
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Huang H, Wang Y, Wang X, Lei Y. Association of CYP4F2 and CTRP9 polymorphisms and serum selenium levels with coronary artery disease. Medicine (Baltimore) 2020; 99:e20494. [PMID: 32481463 DOI: 10.1097/md.0000000000020494] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
Aims to explore the interaction between serum selenium level and CYP4F2 and CTRP9 gene polymorphisms in the development of coronary artery disease (CAD).A total of 200 cases of CAD were selected from the Central Hospital of Enshi Tujia and Miao Autonomous Prefecture, Hubei, China, and 200 healthy subjects cases were served as controls. The polymorphism of CYP4F2 and CTRP9 gene was detected by Sanger sequencing, and the serum selenium level was measured by hydride generation atomic fluorescence spectrometry.The serum selenium level in the CAD group was significantly lower than that in the control group. The risk of CAD was decreased in the patients carrying the AA genotype in CYP4F2 rs3093135, while the frequency of the CC genotype of CTRP9 rs9553238 in CAD patients was higher than that in control subjects. Low serum selenium level and CTRP9 rs9553238 CC genotype play a positive role in the occurrence of CAD.The serum selenium level is negatively correlated with CAD. The polymorphism of the CYP4F2 rs3093135 and CTRP9 rs9553238 was significantly related to the susceptibility of CAD, and there is a synergistic effect between the serum selenium level and the CTRP9 rs9553238 CC genotype, which significantly increases the risk of CAD.
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Affiliation(s)
- Hao Huang
- Cardiovascular Disease Center, Central Hospital of Enshi Autonomous Prefecture, Enshi, China
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Mnatzaganian G, Lee CMY, Robinson S, Sitas F, Chow CK, Woodward M, Huxley RR. Socioeconomic disparities in the management of coronary heart disease in 438 general practices in Australia. Eur J Prev Cardiol 2020; 28:400-407. [PMID: 33966082 DOI: 10.1177/2047487320912087] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2019] [Accepted: 02/19/2020] [Indexed: 11/17/2022]
Abstract
BACKGROUND This population-based cross-stional and panel study investigated disparities in the management of coronary heart disease (CHD) by level of socioeconomic status. METHODS CHD patients (aged ≥18 years), treated in 438 general practices in Australia, with ≥3 recent encounters with their general practitioners, with last encounter being during 2016-2018, were included. Secondary prevention prescriptions and number of treatment targets achieved were each modelled using a Poisson regression adjusting for demographics, socioeconomic indicators, remoteness of patient's residence, comorbidities, lifetime follow-up, number of patient-general practitioner encounters and cluster effect within the general practices. The latter model was constructed using the Generalised Estimating Equations approach. Sensitivity analysis was run by comorbidity. RESULTS Of 137,408 patients (47% women), approximately 48% were prescribed ≥3 secondary prevention medications. However, only 44% were screened for CHD-associated risk factors. Of the latter, 45% achieved ≥5 treatment targets. Compared with patients from the highest socioeconomic status fifth, those from the lowest socioeconomic status fifth were 8% more likely to be prescribed more medications for secondary prevention (incidence rate ratio (95% confidence interval): 1.08 (1.04-1.12)) but 4% less likely to achieve treatment targets (incidence rate ratio: 0.96 (0.95-0.98)). These disparities were also observed when stratified by comorbidities. CONCLUSION Despite being more likely to be prescribed medications for secondary prevention, those who are most socioeconomically disadvantaged are less likely to achieve treatment targets. It remains to be determined whether barriers such as low adherence to treatment, failure to fill prescriptions, low income, low level of education or other barriers may explain these findings.
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Affiliation(s)
| | - Crystal Man Ying Lee
- School of Psychology and Public Health, La Trobe University, Australia.,Boden Collaboration for Obesity, Nutrition, Exercise and Eating Disorders, University of Sydney, Australia
| | | | - Freddy Sitas
- Centre for Primary Health Care and Equity, School of Public Health and Community Medicine, University of New South Wales, Australia.,Menzies Centre for Health Policy, School of Public Health, University of Sydney, Australia
| | - Clara K Chow
- Westmead Applied Research Centre, University of Sydney, Australia.,Department of Cardiology, Westmead Hospital, Sydney, Australia.,The George Institute for Global Health, University of New South Wales, Australia
| | - Mark Woodward
- The George Institute for Global Health, University of New South Wales, Australia.,The George Institute for Global Health, University of Oxford, UK
| | - Rachel R Huxley
- The George Institute for Global Health, University of New South Wales, Australia.,Faculty of Health, Deakin University, Australia
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Osadnik T, Pawlas N, Lonnie M, Osadnik K, Lejawa M, Wądołowska L, Bujak K, Fronczek M, Reguła R, Gawlita M, Strzelczyk JK, Góral M, Gierlotka M, Poloński L, Gąsior M. Family History of Premature Coronary Artery Disease (P-CAD)-A Non-Modifiable Risk Factor? Dietary Patterns of Young Healthy Offspring of P-CAD Patients: A Case-Control Study (MAGNETIC Project). Nutrients 2018; 10:E1488. [PMID: 30322041 PMCID: PMC6213507 DOI: 10.3390/nu10101488] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Revised: 09/20/2018] [Accepted: 09/30/2018] [Indexed: 01/08/2023] Open
Abstract
Dietary habits of healthy offspring with a positive family history of premature coronary artery disease (P-CAD) have not been studied so far. The aim of this study was twofold: (1) to identify dietary patterns in a sample of young healthy adults with (cases) and without (controls) family history of P-CAD, and (2) to study the association between dietary patterns and family history of P-CAD. The data came from the MAGNETIC case-control study. The participants were healthy adults aged 18⁻35 years old, with (n = 351) and without a family history of P-CAD (n = 338). Dietary data were collected with food frequency questionnaire FFQ-6. Dietary patterns (DP) were derived using principal component analysis (PCA). The associations between the adherence to DPs and family history of P-CAD were investigated using logistic regression. Two models were created: crude and adjusted for age, sex, smoking status, place of residence, financial situation, education, and physical activity at leisure time. Three DPs were identified: 'prudent', 'westernized traditional' and 'dairy, breakfast cereals, and treats'. In both crude and adjusted models, subjects with family history of P-CAD showed higher adherence by 31% and 25% to 'westernized traditional' DP (odds ratio (OR) 1.31, 95% confidence interval (95% CI): 1.12⁻1.53; p < 0.005; per 1 unit of standard deviation (SD) of DP score and adjOR 1.25, 95% CI: 1.06⁻1.48; p = 0.007; per 1 unit of SD of DP score, respectively). Young healthy adults with family history of P-CAD present unfavorable dietary patterns and are potentially a target group for CAD primary prevention programs.
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Affiliation(s)
- Tadeusz Osadnik
- 2nd Department of Cardiology and Angiology, Silesian Center for Heart Diseases, Marii Skłodowskiej-Curie 9, 41-800 Zabrze, Poland.
| | - Natalia Pawlas
- Department of Pharmacology, School of Medicine with the Division of Dentistry in Zabrze, Jordana 38, 41-808 Zabrze, Medical University of Silesia, 40-055 Katowice, Poland.
- Institute of Occupational Medicine and Environmental Health, Kościelna 13, 40-001 Sosnowiec, Poland.
| | - Marta Lonnie
- Department of Human Nutrition, Faculty of Food Science, University of Warmia and Mazury in Olsztyn, Sloneczna 45f, 10-718 Olsztyn, Poland.
| | - Kamila Osadnik
- Department of Pharmacology, School of Medicine with the Division of Dentistry in Zabrze, Jordana 38, 41-808 Zabrze, Medical University of Silesia, 40-055 Katowice, Poland.
| | - Mateusz Lejawa
- Department of Pharmacology, School of Medicine with the Division of Dentistry in Zabrze, Jordana 38, 41-808 Zabrze, Medical University of Silesia, 40-055 Katowice, Poland.
- Genomics Laboratory, Kardio-Med Silesia Science and Technology Park, Marii Skłodowskiej-Curie 10C, 41-800 Zabrze, Poland.
| | - Lidia Wądołowska
- Department of Human Nutrition, Faculty of Food Science, University of Warmia and Mazury in Olsztyn, Sloneczna 45f, 10-718 Olsztyn, Poland.
| | - Kamil Bujak
- 3rd Department of Cardiology, School of Medicine with the Division of Dentistry in Zabrze, Medical University of Silesia in Katowice, Silesian Center for Heart Diseases, Marii Skłodowskiej-Curie 9, 41-800 Zabrze, Poland.
| | - Martyna Fronczek
- Department of Medical and Molecular Biology, School of Medicine with the Division of Dentistry in Zabrze, Jordana 19, 41-808 Zabrze, Medical University of Silesia, 40-055 Katowice, Poland.
| | - Rafał Reguła
- 3rd Department of Cardiology, School of Medicine with the Division of Dentistry in Zabrze, Medical University of Silesia in Katowice, Silesian Center for Heart Diseases, Marii Skłodowskiej-Curie 9, 41-800 Zabrze, Poland.
| | - Marcin Gawlita
- Department of Environmental Medicine and Epidemiology, School of Medicine with the Division of Dentistry in Zabrze, Jordana 19, 41-808 Zabrze, Medical University of Silesia, 40-055 Katowice, Poland.
| | - Joanna Katarzyna Strzelczyk
- Department of Medical and Molecular Biology, School of Medicine with the Division of Dentistry in Zabrze, Jordana 19, 41-808 Zabrze, Medical University of Silesia, 40-055 Katowice, Poland.
| | - Marta Góral
- Students' Scientific Society, 3rd Department of Cardiology, School of Medicine with the Division of Dentistry in Zabrze, Medical University of Silesia in Katowice, Silesian Center for Heart Diseases, Marii Skłodowskiej-Curie 9, 41-800 Zabrze, Poland.
| | - Marek Gierlotka
- 3rd Department of Cardiology, School of Medicine with the Division of Dentistry in Zabrze, Medical University of Silesia in Katowice, Silesian Center for Heart Diseases, Marii Skłodowskiej-Curie 9, 41-800 Zabrze, Poland.
- Department of Cardiology, University Hospital in Opole, Faculty of Natural Sciences and Technology, Institute of Medicine, University of Opole, W. Witosa 26, 45-401 Opole, Poland.
| | - Lech Poloński
- 3rd Department of Cardiology, School of Medicine with the Division of Dentistry in Zabrze, Medical University of Silesia in Katowice, Silesian Center for Heart Diseases, Marii Skłodowskiej-Curie 9, 41-800 Zabrze, Poland.
| | - Mariusz Gąsior
- 3rd Department of Cardiology, School of Medicine with the Division of Dentistry in Zabrze, Medical University of Silesia in Katowice, Silesian Center for Heart Diseases, Marii Skłodowskiej-Curie 9, 41-800 Zabrze, Poland.
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Ansari WM, Humphries SE, Naveed AK, Khan OJ, Khan DA. Influence of cytokine gene polymorphisms on proinflammatory/anti-inflammatory cytokine imbalance in premature coronary artery disease. Postgrad Med J 2016; 93:209-214. [DOI: 10.1136/postgradmedj-2016-134167] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Revised: 07/22/2016] [Accepted: 08/01/2016] [Indexed: 12/31/2022]
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Foroughmand AM, Nikkhah E, Galehdari H, Jadbabaee MH. Association Study between Coronary Artery Disease and rs1333049 and rs10757274 Polymorphisms at 9p21 Locus in South-West Iran. CELL JOURNAL 2015; 17:89-98. [PMID: 25870838 PMCID: PMC4393676 DOI: 10.22074/cellj.2015.515] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/01/2013] [Accepted: 03/04/2014] [Indexed: 11/19/2022]
Abstract
Objective Coronary artery disease (CAD) is a multi-factorial and heterogenic disease
with atherosclerosis plaques formation in internal wall of coronary artery. Plaque formation results to limitation of the blood reaching to myocardium leading to appearance of some problems, such as ischemia, sudden thrombosis veins and myocardial
infarction (MI). Several environmental and genetic factors are involved in prevalence
and incident of CAD as follows: hypertension, high low density lipoprotein-cholesterol
(LDL-C), age, diabetes mellitus, family history of early-onset heart disease and smoking. According to genome wide association studies (GWAS), five polymorphisms in the
9p21 locus seem to be associated with the CAD. We aimed to evaluate the remarkable association of two polymorphisms at 9p21 locus, rs1333049 and rs10757274,
with CAD.
Materials and Methods This experimental study was conducted in Golestan, Aria Hospitals and Genetics Lab of Shahid Chamran University in the city of Ahvaz, Iran, in 2010-
2011. The collected blood samples belonging to 170 CAD patients (case group) and 100
healthy individuals (control group) were analyzed by tetra-primer amplification refractory
mutation system (ARMS)-polymerase chain reaction (PCR) technique. The results were
analyzed using software package used for statistical analysis (SPSS; SPSS Inc., USA)
version 16. A value of p<0.05 and an odd ratio (OR) with 95% confidence intervals (CI)
were considered significant.
Results The frequencies of CC, CG and GG genotypes for rs1333049 polymorphism
in patients were 18.2, 65.3 and 16.5%, while in controls, the related values were 25,
67 and 8%, respectively. GG genotypes of rs1333049 polymorphism in CAD patients
were more than control cases (OR: 0.354, 95%CI: 0.138-0.912, p=0.032). The frequencies of AA, AG and GG genotypes for rs10757274 in CAD patients were 8.2, 58.3
and 33.5%, while in controls, the related values were 35, 63 and 2%, respectively. GG
Genotype in rs10757274 polymorphism in CAD patients was found more than control
cases (OR: 0.014, 95% CI: 0.003 -0.065, p=0.0001).
Conclusion The rs1333049 polymorphism at 9p21 locus shows a weak association with
CAD, whereas rs10757274 polymorphism reveals a significant association with CAD.
These variants may help the identification of patients with increased risk for coronary
artery disease.
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Affiliation(s)
| | - Emad Nikkhah
- Department of Genetics, Shahid Chamran University, Ahvaz, Iran
| | - Hamid Galehdari
- Department of Genetics, Shahid Chamran University, Ahvaz, Iran
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Núñez-Gil IJ, Feltes Guzmán GI, Fernández Ortiz A. Familiar acute myocardial infarction: a genetic disease? Med Hypotheses 2012; 79:278. [PMID: 22580049 DOI: 10.1016/j.mehy.2012.04.023] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2012] [Accepted: 04/15/2012] [Indexed: 11/25/2022]
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Xie F, Chu X, Wu H, Sun W, Shen M, Yang L, Wang Y, Wang Y, Shi J, Huang W. Replication of putative susceptibility loci from genome-wide association studies associated with coronary atherosclerosis in Chinese Han population. PLoS One 2011; 6:e20833. [PMID: 21698238 PMCID: PMC3116833 DOI: 10.1371/journal.pone.0020833] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2011] [Accepted: 05/10/2011] [Indexed: 12/04/2022] Open
Abstract
Background Coronary atherosclerosis, the main cause of cardiovascular disease, is a progressive disease. Recent Genome Wide Association Studies (GWASs) discovered several novel loci associated with coronary artery disease (CAD) or its main complication myocardial infarction (MI). In this study, we investigated the associations between previously reported CAD- and MI-associated variants and coronary atherosclerosis in Chinese Han population. Methodology/Principal Findings We performed a case-control association study with 2,335 coronary atherosclerosis patients and 1,078 controls undergoing coronary angiography of Chinese Han from China. Fourteen single nucleotide polymorphisms (SNPs), located at 1p13.3, 1q41, 2q36.3, 6q25.1, 9p21.3, 10q11.21 and 15q22.33, were genotyped in our sample collection. Six SNPs at 9p21 were associated with coronary atherosclerosis susceptibility (Ptrend<0.05) and rs10757274 showed the most significant association (P = 2.38×10−08, OR = 1.34). These associations remained significant after adjustment for multiple comparisons. Rs17465637 at 1q41 (Ptrend = 6.83×10−03, OR = 0.86) also showed significant association with coronary atherosclerosis, but the association was not significant after multiple comparisons. Additionally, rs501120 (P = 8.36×10−03, OR = 0.80) at 10q11.21 was associated with coronary atherosclerosis in females, but did not show association in males and all participants. Variants at 1p13.3, 2q36.3, 6q25.1 and 15q22.33 showed no associations with coronary atherosclerosis and main cardiovascular risk factors in our data. Conclusions/Significance Our findings indicated variants at 9p21 were significantly associated with coronary atherosclerosis in Han Chinese. Variants at 1q41 showed suggestive evidence of association and variants at 10q11.21 showed suggestive evidence of association in females, which warrant further study in a larger sample.
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Affiliation(s)
- Fang Xie
- Ruijin Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Department of Genetics, Chinese National Human Genome Center, Shanghai, China
| | - Xun Chu
- Ruijin Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Department of Genetics, Chinese National Human Genome Center, Shanghai, China
| | - Hong Wu
- Department of Cardiology, Changhai Hospital, The Second Military Medical University, Shanghai, China
| | - Weiwei Sun
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Department of Genetics, Chinese National Human Genome Center, Shanghai, China
| | - Min Shen
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Department of Genetics, Chinese National Human Genome Center, Shanghai, China
| | - Lin Yang
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Department of Genetics, Chinese National Human Genome Center, Shanghai, China
| | - Ying Wang
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Department of Genetics, Chinese National Human Genome Center, Shanghai, China
| | - Yi Wang
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Department of Genetics, Chinese National Human Genome Center, Shanghai, China
| | - Jinxiu Shi
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Department of Genetics, Chinese National Human Genome Center, Shanghai, China
| | - Wei Huang
- Ruijin Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Department of Genetics, Chinese National Human Genome Center, Shanghai, China
- * E-mail:
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[Study of the intronic polymorphism of the angiotensin 1 converting enzyme among coronary Tunisians]. Ann Cardiol Angeiol (Paris) 2011; 60:135-40. [PMID: 21277558 DOI: 10.1016/j.ancard.2010.12.019] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2009] [Accepted: 12/24/2010] [Indexed: 11/21/2022]
Abstract
BACKGROUND The acute coronary syndromes (ACS) are classified among the major causes of mortality in the industrialized countries. The increased angiotensin I converting enzyme (ACEI) activity related to a genetic polymorphism constitutes a hereditary predisposition to these syndromes. AIM Evaluate the ACEI activity in Tunisian patients with coronary heart disease, and investigate the association between this activity and an intronic deletion of 287 pb on the intron 16 of the ACEI gene. PATIENTS AND METHODS Seventy-two coronary patients and 34 control subjects are recruited for our study. ACEI activity was measured by kinetic method. The intronic deletion was identified by PCR technique. RESULTS An increased activity of ACEI was observed in patients compared with control subjects (84.38 ± 33.83 UI/L vs 59.06 ± 18.2 UI/L, P=10(-5)). The molecular study showed a raised relative frequency of D/D genotype (51.4%) among patients, whereas among the witnesses, I/I genotype prevailed (62%). D/D genotype is always associated with highest ACEI activity for the patients and the control subjects. CONCLUSION The molecular studies and the biochemical investigations of the various parameters of cardiovascular risk (including the ACEI) direct towards a better treatment.
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