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Temtem M, Mendonça MI, Santos M, Sá D, Sousa F, Freitas S, Borges S, Henriques E, Rodrigues M, Soares C, Rodrigues R, Serrão M, Drumond A, Sousa AC, Palma Reis R. Validation of the SCORE2 risk prediction algorithm in a Portuguese population: A new model to estimate 10-year cardiovascular disease incidence in Europe. Rev Port Cardiol 2024:S0870-2551(24)00066-0. [PMID: 38395299 DOI: 10.1016/j.repc.2023.10.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 08/05/2023] [Accepted: 10/15/2023] [Indexed: 02/25/2024] Open
Abstract
INTRODUCTION AND OBJECTIVES Subjects without cardiovascular (CV) disease (CVD) may suffer from subclinical atherosclerosis, and are at increased risk for atherosclerotic CV events (ASCVE). The ESC/EAS risk SCORE was updated by SCORE2, which estimates 10-year risk of fatal and non-fatal CVD in European populations aged 40-69 years without established CVD or diabetes. Our aim was to compare the two ESC/EAS risk scores and to validate SCORE2 in our population. METHODS A total of 1071 individuals (age 57.2±6.1 years; 75.2% male) without CVD or diabetes, from GENEMACOR study controls, were analyzed over 5.4±3.9 years. The population was stratified into risk categories according to the two scores, and the area under the ROC curve (AUC) and Harrell's C-index assessed the scores' performance. Calibration was performed using the goodness-of-fit test, and occurrence of the first event assessed by Cox regression. Kaplan-Meier analysis estimated SCORE2 survival. RESULTS SCORE stratified subjects into four risk categories: low (7.4%), moderate (46.5%), high (25.3%) and very high (20.8%), and SCORE2 into three: low-to-moderate (24.7%), high (59.0%) and very high (16.2%). SCORE presented good discrimination for CV mortality (AUC=0.838; C-index=0.834, 95% CI: 0.728-0.940), as did SCORE2 for total CV events (AUC=0.744; C-index=0.728, 95% CI: 0.648-0.808). Calibration did not show a disparity between observed and expected ASCVE. The probability of ASCVE was eight times higher in very-high-risk SCORE2 (p=0.001), and three times in the high-risk group (p=0.049). Event-free survival was 99%, 90% and 72% in the low-to-moderate, high and very-high-risk categories, respectively (p<0.0001). CONCLUSIONS SCORE2 improved population stratification by identifying higher-risk patients, enabling early preventive measures. It showed good discriminative ability for all ASCVE.
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Affiliation(s)
- Margarida Temtem
- Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal.
| | - Maria Isabel Mendonça
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Marina Santos
- Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Débora Sá
- Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Francisco Sousa
- Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Sónia Freitas
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Sofia Borges
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Eva Henriques
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Mariana Rodrigues
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Carolina Soares
- Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Ricardo Rodrigues
- Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Marco Serrão
- Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - António Drumond
- Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Ana Célia Sousa
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
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Santos MR, Mendonça MI, Temtem M, Sá D, Sousa AC, Freitas S, Rodrigues M, Borges S, Guerra G, Ornelas I, Drumond A, Palma Dos Reis R. Transcription factor 21 gene and prognosis in a coronary population. Rev Port Cardiol 2023; 42:907-913. [PMID: 37391023 DOI: 10.1016/j.repc.2023.02.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 02/14/2023] [Accepted: 02/27/2023] [Indexed: 07/02/2023] Open
Abstract
INTRODUCTION AND OBJECTIVES Transcription factor 21 (TCF21) is a member of the basic helix-loop-helix (bHLH) transcription factor family, and is critical for embryogenesis of the heart. It regulates differentiation of epicardium-derived cells into smooth muscle cell (SMC) and fibroblast lineages. The biological role of TCF21 in the progression of atherosclerosis is the subject of debate. The aim of this study was to investigate the impact of the TCF21 rs12190287 gene variant on the prognosis of coronary artery disease (CAD) in a Portuguese population from Madeira island. METHODS We analyzed major adverse cardiovascular events (MACE) in 1713 CAD patients, mean age 53.3±7.8, 78.7% male, for 5.0±4.3 years. Genotype and allele distribution between groups with and without MACE was determined. The dominant genetic model (heterozygous GC plus homozygous CC) was used and compared with the wild GG to assess survival probability. Cox regression with risk factors and genetic models assessed variables associated with MACE. Kaplan-Meier analysis was used to estimate survival. RESULTS The wild homozygous GG, heterozygous GC and risk CC genotypes were found in 9.5%, 43.2% and 47.3% of the population, respectively. The dominant genetic model remained in the equation as an independent risk factor for MACE (HR 1.41; p=0.033), together with multivessel disease, chronic kidney disease, low physical activity and type 2 diabetes. The C allele in the dominant genetic model showed worse survival (22.5% vs. 44.3%) at 15 years of follow-up. CONCLUSION The TCF21 rs12190287 variant is a risk factor for CAD events. This gene may influence fundamental SMC processes in response to vascular stress, accelerating atherosclerosis progression, and may represent a target for future therapies.
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Affiliation(s)
- Marina Raquel Santos
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal.
| | - Maria Isabel Mendonça
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Margarida Temtem
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Débora Sá
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Ana Célia Sousa
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Sónia Freitas
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Mariana Rodrigues
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Sofia Borges
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Graça Guerra
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Ilídio Ornelas
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - António Drumond
- Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
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Mendonça MI, Pereira A, Monteiro J, Sousa JA, Santos M, Temtem M, Borges S, Henriques E, Rodrigues M, Sousa AC, Ornelas I, Freitas AI, Brehm A, Drumond A, Palma Dos Reis R. Impact of genetic information on coronary disease risk in Madeira: The GENEMACOR study. Rev Port Cardiol 2023; 42:193-204. [PMID: 36265803 DOI: 10.1016/j.repc.2022.01.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 01/05/2022] [Accepted: 01/18/2022] [Indexed: 11/06/2022] Open
Abstract
INTRODUCTION Coronary artery disease (CAD), characterized by an atherogenic process in the coronary arteries, is one of the leading causes of death in Madeira. The GENEMACOR (GENEs in MAdeira and CORonary Disease) study sought to investigate the main risk factors - environmental and genetic - and estimate whether a genetic risk score (GRS) improves CAD prediction, discrimination and reclassification. METHODS Traditional risk factors and 33 CAD genetic variants were considered in a case-control study with 3139 individuals (1723 patients and 1416 controls). The multivariate analysis assessed the likelihood of CAD. A multiplicative GRS (mGRS) was created, and two models (with and without mGRS) were prepared. Two areas under receiver operating characteristic curve (area under curve (AUC)) were analyzed and compared to discriminate CAD likelihood. Net reclassification improvement (NRI) and integrated discrimination index (IDI) were used to reclassify the population. RESULTS All traditional risk factors were strong and independent predictors of CAD, with smoking being the most significant (OR 3.25; p<0.0001). LPA rs3798220 showed a higher CAD likelihood (odds ratio 1.45; p<0.0001). Individuals in the fourth mGRS quartile had an increased CAD probability of 136% (p<0.0001). A traditional risk factor-based model estimated an AUC of 0.73, rising to 0.75 after mGRS inclusion (p<0.0001), revealing a better fit. Continuous NRI better reclassified 28.1% of the population, and categorical NRI mainly improved the reclassification of the intermediate risk group. CONCLUSIONS CAD likelihood was influenced by traditional risk factors and genetic variants. Incorporating GRS into the traditional model improved CAD predictive capacity, discrimination and reclassification. These approaches may provide helpful diagnostic and therapeutic advances, especially in the intermediate risk group.
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Affiliation(s)
- Maria Isabel Mendonça
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal.
| | - Andreia Pereira
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal; Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Joel Monteiro
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal; Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - João Adriano Sousa
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal; Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Marina Santos
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal; Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Margarida Temtem
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal; Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Sofia Borges
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Eva Henriques
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Mariana Rodrigues
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Ana Célia Sousa
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Ilídio Ornelas
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Ana Isabel Freitas
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - António Brehm
- Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - António Drumond
- Laboratório de Genética Humana, Universidade da Madeira, Funchal, Portugal
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Mendonça MI, Pereira A, Monteiro J, Sousa JA, Santos M, Temtem M, Borges S, Henriques E, Rodrigues M, Sousa AC, Ornelas I, Freitas AI, Brehm A, Drumond A, Reis RPD. WITHDRAWN: Impact of genetic information on Coronary Disease risk in Madeira: The GENEMACOR study. Rev Port Cardiol 2022:S0870-2551(22)00529-7. [PMID: 36549358 DOI: 10.1016/j.repc.2022.12.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 10/14/2022] [Indexed: 12/24/2022] Open
Abstract
The Publisher regrets that this article is an accidental duplication of an article that has already been published, 10.1016/j.repc.2022.10.005. The duplicate article has therefore been withdrawn. The full Elsevier Policy on Article Withdrawal can be found at https://www.elsevier.com/about/our-business/policies/article-withdrawal.
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Affiliation(s)
- Maria Isabel Mendonça
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal.
| | - Andreia Pereira
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal; Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Joel Monteiro
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal; Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - João Adriano Sousa
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal; Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Marina Santos
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal; Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Margarida Temtem
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal; Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Sofia Borges
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Eva Henriques
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Mariana Rodrigues
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Ana Célia Sousa
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Ilídio Ornelas
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - Ana Isabel Freitas
- Centro de Investigação Dra. Maria Isabel Mendonça, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - António Brehm
- Serviço de Cardiologia, Hospital Dr. Nélio Mendonça, SESARAM EPERAM, Funchal, Portugal
| | - António Drumond
- Laboratório de Genética Humana, Universidade da Madeira, Funchal, Portugal
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Sá D, Dos Reis RP, Temtem M, Santos M, Sousa AC, Freitas S, Henriques E, Rodrigues M, Borges S, Ornelas I, Drumond A, Mendonça MI. Oral Presentation No. 55 Is White Blood Count a Good Marker to Coronary Disease Risk? Cardiovasc Res 2022. [DOI: 10.1093/cvr/cvac157.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background
High white blood cells (WBC) count is a well-recognized indicator of inflammation. Previous research has considered it a risk factor for coronary artery disease (CAD). Other new inflammatory risk markers are expensive to test, are not readily available, lack standardization and have not been confirmed as risk markers by multiple prospective studies. We aim to investigate whether elevated WBC count representsan independent risk factor for CAD in our Portuguese population.
Material and methods
A case-control study with 3,160 individuals (mean age 53.1 ± 7.8; 77.6% male), namely 1,723 coronary patients and 1,437 controls, was performed. Together with WBC, the following CAD risk factors were analyzed: smoking, hypertension, diabetes, dyslipidemia and obesity through bivariate analysis. Multivariate logistic regression evaluated the independent risk factors for CAD.
Results and conclusions
Comparing cases with controls, 47.2% were smokers vs. 23.8% (P < 0.0001); 71.0% were hypertensive individuals vs. 52.3% (P < 0.0001); 89.0% had dyslipidemiavs 70.4% (P < 0.0001); 33.8% had diabetes vs. 13.2% (P < 0.0001) and 34.2% were obese patients vs. 28.9% (P = 0.001). After multivariate regression, smoking (OR = 3.14, P < 0.0001), diabetes (OR = 2.89, P < 0.0001), dyslipidemia (OR = 2.72, P < 0.0001), hypertension (OR = 1.95, P < 0.0001) and WBC (OR = 1.05, P = 0.035) remained as independent risk factors for CAD. Elevated white blood counts are associated with CAD risk in our population. This marker is inexpensive, widely available and may further predict inflammation and coronaryartery disease risk.
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Sá D, Mendonça MI, Santos M, Temtem M, Sousa AC, Rodrigues M, Henriques E, Freitas S, Borges S, Ornelas I, Drumond A, Dos Reis RP. Oral Presentation No. 56 Elevated White Blood Cells Count and C-Reactive Protein as markers for coronary heart disease prognosis. Cardiovasc Res 2022. [DOI: 10.1093/cvr/cvac157.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Background
White blood count (WBC) and C-reactive protein (CRP) elevation are well-recognized inflammation indicators and considered risk factors for coronary heart disease (CHD). Most of the other newly introduced inflammatory risk markers are expensive to test, are not readily available, lack standardization, and have not been confirmed by multiple prospective studies. Whether these classic inflammatory markers may predict majoradverse coronary events (MACE) in CHD patients is controversial. We aimed to evaluate whether high WBC and CRP are independent risk factors for MACE occurrence in CHD patients with an extended follow-up.
Material and methods
A cohort of 1,713 CHD patients (mean age 54.0 ± 7.5 years, 78.6% male) was prospectively followed during an extended time of 4.9 ± 3.4 years (range 1 to 17 years). Bivariate and multivariate Cox regression with WBC, CRP and traditional risk factors (age,gender, smoking, family history, dyslipidemia, diabetesand BMI) analyzed those significantlyassociated with MACE.
Results and conclusions
MACE group presented a higher percentage of non-smokers (P = 0.006); hypertension (P = 0.003); dyslipidemia (P = 0.025) and diabetes (P < 0.0001). WBC (P = 0.048) and CRP (P < 0.0001) were also significantly higher in patients with MACE relatively to non-MACE patients. After multivariate Cox analysis, WBC and CRP remained significant risk factors for MACE, with diabetes and hypertension presenting as strong statistical value. As a conclution, the inflammatory CRP and WBC factors are accurate to predict MACE in secondary prevention. These biomarkersare easily accessed, providing helpful information in the prognosis of cardiovascular patients.
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Sá D, Mendonça MI, Santos M, Temtem M, Sousa AC, Rodrigues M, Henriques E, Freitas S, Borges S, Guerra G, Freitas AI, Ornelas I, Drumond A, Palma Dos Reis R. Poster No. 054 Genetic variation in the TCF21 gene is associated with the severity of coronary artery disease. Cardiovasc Res 2022. [DOI: 10.1093/cvr/cvac157.059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Introduction
In vitro studies demonstrated that targeted deletion of the transcription factor encoding gene TCF21, was associated with vascular smooth muscle cell disruption. Recent research showed that TCF21 expression contribute to fibrous cap formation, preventing heart attacks.
Purpose
Analyse the TCF21 rs12190287 gene and evaluate its association with atherosclerosis severity measured according to the coronary angiogram patients´ data. Methods: Prospective study with 1,639 coronary artery disease (CAD) patients (mean age 53.4 ± 7.8 years). Two age groups (< 55 and > 55 years) were stratified and analyzed. TCF21 rs12190287 G > C was genotyped in all patients. The severity of CAD was graded according to the number of obstructed coronary arteries with at least 70% narrowed lumen. Chi-squared tests and multivariate logistic regression models were analysed.
Results
The CC genotype was associated with > 70% obstructive lesions (vascular disease rate, 48.1%). Contrariwise, the GG wild genotype was associated with less severe obstructive disease (19.5%) (P = 0.003). When we stratified the TCF21 genotypes per age group (55 years), the CC genotype in the younger group had more obstructed disease (47.4%) when compared with GG (18.8%) (P = 0.012), but this effect was not significant in the older group. Multivariate analysis (logistic regression) showed that the CC genotype had a high risk of multivessel coronary disease (OR = 2.88; P = 0.001) than GG.
Conclusion
This work shows that the TCF21 wild genotype protects against CAD severity. In contrast, the CC genotype is associated with an increased risk of CAD severity.
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Temtem M, Mendonca MI, Serrao M, Santos M, Sa D, Soares C, Sousa AC, Henriques E, Rodrigues M, Freitas S, Borges S, Ornelas I, Drumond A, Palma Dos Reis R. Prognostic impact of adding Coronary Calcium Score to European SCORE2 in an asymptomatic Portuguese population. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.2274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Introduction
The new European SCORE2 estimates the combined risk of fatal and non-fatal cardiovascular (CV) events, in contrast with SCORE's use for CV mortality only. Although controversial, several studies point out that Coronary Artery Calcification (CAC) scoring could improve CV risk stratification in primary prevention.
Purpose
Assess the impact of including CAC score to the new SCORE2 in MACE prediction and CV risk stratification in an asymptomatic Portuguese population.
Methods
The new SCORE2 was calculated in a population-based cohort of 1,014 individuals (mean age 58.6±8.5 years) without known CV disease and diabetes. Population was stratified into three SCORE2 risk categories (low-, moderate- and high-risk). According to the Hoff's nomogram, CAC score was categorized into: low CAC (0≤CAC<100 or P<50); moderate CAC (100≤CAC<400 or P50–75) and high or severe CAC (CAC≥400 or P>75). Kaplan-Meier survival curves were estimated and a multivariate regression analysis predicted the MACE risk for both scores. C-statistic methodology evaluated the ability of CAC when added to the SCORE2 model in MACE prediction.
Results
Kaplan-Meier curves showed that the highest categories of both scores presented a worst survival. Cox regression analysis showed that the highest categories of both CAC and SCORE2 remained in the equation with an increased MACE risk (HR) of 3.69 (p=0.008) and 9.87 (p=0.005), respectively, when compared with the lowest categories. C-statistic demonstrated that the predictive value for MACE increased from 0.668 (SCORE2 model) to 0.787 when CAC was included (p=0.012), showing a better predictive and discriminative capacity for MACE.
Conclusions
Our results highlight the importance of adding CAC score to SCORE2 in primary prevention to improve cardiovascular risk stratification and MACE risk prediction. Larger prospective multicenter cohorts with longer follow-up should reproduce and validate these findings.
Funding Acknowledgement
Type of funding sources: Public hospital(s). Main funding source(s): SESARAM EPERAM
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Affiliation(s)
- M Temtem
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Serrao
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Santos
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - D Sa
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - C Soares
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - E Henriques
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - S Freitas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - S Borges
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A Drumond
- Hospital Funchal , Funchal , Portugal
| | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences , Lisbon , Portugal
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Sa D, Palma Dos Reis R, Santos M, Temtem M, Sousa AC, Henriques E, Rodrigues M, Freitas S, Borges S, Ornelas I, Drumond A, Mendonca MI. Lipoprotein(a) and cardiovascular outcomes in patients with coronary artery disease and impaired glucose metabolism. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.1153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Introduction
Lipoprotein(a) [Lp(a)] is an LDL-like molecule composed of a part of apolipoprotein(a) bounding covalently to apolipoprotein B-100. High plasma Lp(a) levels were associated with MACE in stable CAD patients. Recent research shows contradictory results in stable CAD patients with high Lp(a) plasmatic levels and impaired glucose metabolism in MACE occurrence.
Purpose
Investigate whether high Lp(a) levels were associated with MACE in CAD patients with impaired glucose metabolism, at an extended follow-up.
Methods
A prospective cohort of 1,127 CAD patients with impaired glucose metabolism (pre-diabetes and diabetes) was observed during 4.9±3.4 years. Pre-diabetes was considered when fasting plasma glucose ranged from 5.6 to 6.9 mmol/L, or hemoglobin A1c levels ranging from 5.7 to 6.4%. Lp(a) levels ≥30 mg/dL were considered high. Bivariate and multivariate Cox regression analysis evaluated the risk of Lp(a) ≥30 mg/dL for MACE occurrence. Kaplan-Meier curves estimated the survival probability for high and low Lp(a) levels.
Results
Of the patients with Lp(a) levels ≥30, 44.4% presented MACE and 32.0% had no MACE (p<0.0001). Cox regression analysis with smoking, hypertension, dyslipidemia, physical inactivity and kidney failure (creatinine clearance <60 mL/min) showed that high Lp(a) remained in the equation as an independent risk factor for MACE (HR=1.24; p=0.031). The Kaplan-Meier showed, at 10-year' follow-up, a better survival in the group with lower Lp(a) levels (p=0.023).
Conclusion
Our study demonstrated that high Lp(a) levels were an independent predictor of MACE and cardiovascular mortality in a CAD population with impaired glucose metabolism. Lp(a) measurement may help further risk stratification for diabetes and pre-diabetes patients suffering CAD. With the recent development of drugs that selectively lower Lp(a) levels, this marker can become a clinical target for reducing CVD risk.
Funding Acknowledgement
Type of funding sources: Public hospital(s). Main funding source(s): SESARAM EPERAM
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Affiliation(s)
- D Sa
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences , Lisbon , Portugal
| | - M Santos
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Temtem
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - E Henriques
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - S Freitas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - S Borges
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A Drumond
- Hospital Funchal , Funchal , Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit , Funchal , Portugal
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10
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Sa D, Mendonca MI, Temtem M, Santos M, Serrao M, Sousa AC, Borges S, Freitas S, Rodrigues M, Henriques E, Guerra G, Ornelas I, Drumond A, Palma Dos Reis R. Genetic information or coronary artery calcium score? What is more helpful in today's clinical practice? Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.2275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Abstract
Introduction
Coronary artery calcium (CAC) score has emerged as the most predictive cardiovascular risk marker in asymptomatic individuals, capable of adding prognostic information beyond the traditional risk factors (TRF). Genetic risk score (GRS) significantly improves cardiovascular genetic risk assessment at the individual level providing a more personalized measure of disease risk.
Purpose
We intend to evaluate which tool, added to TRF, is more valuable in predicting and discriminating cardiovascular events and death (MACE) - GRS or CAC score?
Methods
We performed a prospective study with 1153 participants without CAD history at baseline (74.2% male, age 51.7±8.3 years) during a mean follow-up of 5.4±3.4 years. We selected 14 SNPs previously associated with CAD presenting a risk (HR) for cardiovascular events ≥1. A weighted GRS was calculated, as the sum of these 14 risk alleles weighted by the corresponding effect size in prognostic (HR), and subsequently, subdivided into tertiles. CAC (Agatson) score was calculated in all participants and categorized into: low CAC (0≤CAC<100 or P<50); moderate CAC (100≤CAC<400 or P50–75) and high or severe CAC (CAC≥400 or P>75). Two models were created with TRF baseline (hypertension, smoking, body mass index, dyslipidemia, diabetes, chronic kidney disease, physical inactivity): 1) plus wGRS and 2) plus CAC score categories. Cox Regression Analyses and C-statistic assessed the predictive and discriminative capacity of both models.
Results
For model 1, Cox regression presented an HR of 4.292 for TRF (p=0.007) and 2.713 for 3rd tertile of wGRS (0.036). A modest but statistically significant improvement in MACE discriminative capacity was verified by adding wGRS to TRF, increasing the C-statistic from 0.617 to 0.687 (ΔC=0.070; p=0.013). On the other hand, model 2 better discriminated MACE when the CAC score (C-statistic = 0.765) was added to TRF (ΔC=0.148; p=0.001). Cox regression displayed an HR of 4.42 for TRF (p=0.015) and an HR of 4.55 for high-risk CAC score (p=0.001).
Conclusion
Our results suggest that adding a polygenic risk score to conventional risk factors provides a modest improvement in the discrimination of first-onset MACE. However, the CAC score added to the traditional model allows better discrimination of MACE compared to wGRS. CAC score could be helpful for MACE prediction, at least in individuals belonging to the higher genetic risk group. However, further investigation is required before clinical implementation.
Funding Acknowledgement
Type of funding sources: Public hospital(s). Main funding source(s): SESARAM EPERAM
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Affiliation(s)
- D Sa
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Temtem
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Santos
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Serrao
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - S Borges
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - S Freitas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - E Henriques
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - G Guerra
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A Drumond
- Hospital Funchal , Funchal , Portugal
| | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences , Lisbon , Portugal
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11
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Temtem M, Palma Dos Reis R, Serrao M, Sa D, Santos M, Soares C, Sousa AC, Rodrigues M, Freitas S, Henriques E, Borges S, Guerra G, Ornelas I, Drumond A, Mendonca MI. Prognostic role of adding a genetic risk score to the new European SCORE2 in a cardiovascular events prediction, in a moderate-risk region. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.2273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Introduction
The new SCORE2 provides risk estimates for the combined outcome of fatal and non-fatal cardiovascular disease (CVD) events, in contrast with SCORE's use for CVD mortality only. Genetic predisposition to CVD is not considered in SCORE2 for prevention and treatment.
Purpose
Evaluate the impact of adding a Genetic Risk Score (GRS) to the new European SCORE2 in MACE prediction and estimate the additional value in cardiovascular risk stratification in an asymptomatic Portuguese population.
Methods
A prospective study was performed in a population-based cohort of 1,100 individuals without known CVD and diabetes (mean age 53.3±6.9 years). For all included participants, SCORE2 was calculated and three risk categories were considered: low-, moderate- and high-risk. A 33-SNP GRS was constructed and two groups were analyzed: lower and higher than the GRS median. Kaplan-Meier survival curves were created and a Cox regression model was performed with the two scores to assess MACE risk. C-statistic methodology compared the model between SCORE2 solely and SCORE2 plus GRS.
Results
After Kaplan-Meier analysis for MACE occurrence, the high categories of SCORE 2 and GRS showed worst survival when compared to the lower categories (p<0.0001). Cox regression presented an HR of 8.528 (p=0.001) for high-risk SCORE2 and an HR of 4.520 (p<0.0001) for GRS higher than the median. C-statistic demonstrated that the SCORE2 predictive value was 0.678, increasing to 0.792 when GRS was included (p=0.0005).
Conclusions
In this work, combining SCORE2 with multiple genetic loci gathered into a GRS, improved the identification of patients with the worst prognosis. This new tool may be of great utility in risk stratification in primary prevention. Larger prospective multicenter cohorts with longer follow-up should reproduce and validate these findings.
Funding Acknowledgement
Type of funding sources: Public hospital(s). Main funding source(s): SESARAM EPERAM
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Affiliation(s)
- M Temtem
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences , Lisbon , Portugal
| | - M Serrao
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - D Sa
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Santos
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - C Soares
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - S Freitas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - E Henriques
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - S Borges
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - G Guerra
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A Drumond
- Hospital Funchal , Funchal , Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit , Funchal , Portugal
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12
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Santos M, Mendonca MI, Temtem M, Sa D, Sousa AC, Freitas S, Rodrigues M, Henriques E, Borges S, Guerra G, Freitas AI, Ornelas I, Drumond A, Palma Dos Reis R. Transcription factor 21 and prognosis in a coronary population. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.1150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Introduction
TCF21 is a member of the basic helix-loop-helix (bHLH) transcriptor factor family, being critical for embryogenesis of the heart. It regulates epicardium-derived cells differentiation into smooth muscle (SMC) and fibroblast lineages. The biological roles of TCF21 in epicardial fate determination and the progression of atherosclerosis remains a controversial issue.
Purpose
Investigate the impact of the TCF21 rs12190287 G>C variant on the prognosis of a coronary artery disease (CAD) cohort.
Methods
A prospective study was performed with 1,713 CAD patients (mean age 53.3±7.8; 78.7% male) surveyed in terms of MACE occurrence in an extended follow-up of 5.0±4.3. TCF21 rs12190287 was genotyped and analysed using the dominant model (GC+CC) and, subsequently, compared with the wild-type GG to evaluate the survival probability by Kaplan-Meier. A Cox regression analysis with all the risk factors and genetic models was performed to assess the independent variables associated with the prognosis of CAD patients.
Results
GG wild genotype was present in 9.5% of the population, GC in 43.2% and the risk genotype CC accounted for 47.3% of the CAD patients. The dominant model GC+CC showed a worse survival throughout the follow-up period. After multivariate Cox regression analysis, this model remained in the equation as an independent risk factor for MACE occurrence with an HR of 1.41 (p=0.033) together with multivessel disease, physical inactivity, chronic kidney disease (CKD) and diabetes.
Conclusion
TCF21 rs12190287 is a risk factor for prognosis in our population. The role of this gene may influence fundamental SMC processes in response to vascular stress, accelerating atherosclerosis progression and may represent a target for future therapies.
Funding Acknowledgement
Type of funding sources: Public hospital(s). Main funding source(s): SESARAM EPERAM
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Affiliation(s)
- M Santos
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Temtem
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - D Sa
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - S Freitas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - E Henriques
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - S Borges
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - G Guerra
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A I Freitas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A Drumond
- Hospital Funchal , Funchal , Portugal
| | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences , Lisbon , Portugal
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13
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Santos M, Mendonca MI, Sa D, Temtem M, Sousa AC, Henriques E, Rodrigues M, Freitas S, Borges S, Guerra G, Freitas AI, Ornelas I, Drumond A, Palma Dos Reis R. ZNF259 rs964184 variant is associated with dyslipidemia and coronary artery disease in the young population. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.2876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Introduction
Coronary artery disease (CAD) is a dynamic inflammatory disease caused by atherosclerosis. GWAS showed that ZNF259 rs964184 encoding zinc finger protein (ZPR1) was associated with dyslipidemia and CAD. Recent research found that ZPR1 transcription is up-regulated in the brain of mice fed a high-fat diet, influencing the cell cycle, apoptosis, and RNA metabolism in neurons. This process at the heart vessels may increase oxidative stress and CAD.
Purpose
Study the association between the ZNF259 rs964184 C>G polymorphism with dyslipidemia and CAD susceptibility in a Portuguese population.
Methods
A case-control study was performed with 3,160 individuals, namely 1,723 CAD patients (mean age 53.3±7.9; 78.7% male) and 1,437 controls (mean age 52.8±7.8; 76.3% male). Participants were stratified into two age groups (<45 and >55 years). ZNF259 rs964184 C>G was genotyped and analysed using the dominant model (CG+GG vs CC). Multivariate logistic regression was performed in both age groups to investigate whether rs964184 polymorphism was associated with dyslipidemia and CAD susceptibility.
Results
The dominant model of ZNF259 was associated with dyslipidemia (OR=1.85; 95% CI: 1.22–2.79; p=0.003) and CAD (OR=1.46; 95% CI: 1.02–2.09; p=0.036) in the younger population under 45 years. In the >55 years group, this model was associated with dyslipidemia (OR 1.46; 95% CI: 1.06–2.01; p=0.020) but not with CAD. After multivariate logistic regression, the CG+GG remained an independent risk factor for CAD susceptibility only in the population <45 years (OR=1.60; 95% CI: 1.03–2.50; p=0.037).
Conclusion
ZNF259 rs964184 is a risk factor for dyslipidemia in the whole population. Dyslipidemia may up-regulate ZPR1 transcription, enhancing the vulnerability of coronary endothelial cells to both oxidative stress and inflammatory response, increasing CAD susceptibility. This mechanism seems more relevant at the cellular level in young patients representing a possible prophylactic and therapeutic target, especially in this age group.
Funding Acknowledgement
Type of funding sources: Public hospital(s). Main funding source(s): SESARAM EPERAM
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Affiliation(s)
- M Santos
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - D Sa
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Temtem
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - E Henriques
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - S Freitas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - S Borges
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - G Guerra
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A I Freitas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A Drumond
- Hospital Funchal , Funchal , Portugal
| | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences , Lisbon , Portugal
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14
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Santos M, Mendonca MI, Sa D, Temtem M, Sousa AC, Freitas S, Rodrigues M, Henriques E, Borges S, Freitas AI, Guerra G, Ornelas I, Drumond A, Palma Dos Reis R. A Genetic Risk Score englobing variants associated with coronary artery disease is a good marker for prognosis in an asymptomatic population. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.2285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Genome-wide association studies have identified several loci linked to coronary artery disease, and coronary atherosclerosis progression. However, the impact of the genetic contribution to MACE occurrence in sub-clinical atherosclerosis is unknown.
Purpose
This study intended to assess the relationship between a set of single nucleotide popymorphism (SNP) associated with CAD by GWAS and the MACE occurrence in an asymptomatic population. After that evaluate whether a wGRS englobing these variants is useful to estimate the prognostic.
Methods
Prospective study performed in an asymptomatic cohort from GENEMACOR population-based sample of 1114 subjects aged 51.7±8.3, 74.2 male, without prior coronary artery disease. Coronary Artery Calcium (CAC) score was assessed by coronary computed tomography (Agatston method), and two categories were considered 1–99 and >100. 33 SNP were evaluate to assess the significantly associated with prognostic. A weighted (wGRS) was constructed as the sum of the risk alleles weighted by the corresponding effect size (HR). Cox regression analysis adjusted for the main risk factors, calcium score (CAC) and wGRS to assess the risk of MACE during follow-up. Kaplan Meier assessed the survival.
Results
Of the studied 33 SNPs previously associated with CAD (GWAS), only 4 presented the significant association with MACE occurrence: CDKN2B-AS1 rs4977574, HNF4A rs1884613,
APOE rs7412/rs429358A and GJA4A rs 618675. After Cox regression analysis the wGRS remained in the equation (HR=2.834); p=0.012, together with CAC score (HR 3.35); p=0.012; diabetes (HR=2.398); p=0.032 and age (HR=1.056; p=0.049. WGRS above the median presented a worst survival rate (p=0.006).
Conclusion
The wGRS englobing: CDKN2B-AS1 rs4977574, HNF4A rs1884613, APOE rs7412/rs429358A and GJA4A rs 618675 is independently associated with cardiovascular events in an asymptomatic population. CDKN2B-AS1 rs4977574 gene expression modulates the progression and severity of vascular calcification in vascular smooth muscle cells (VSMCs), HNF1α-AS1 is an important regulatory molecule in cancer biology and cardiovascular disease (its expression may regulate VSMCs, and high expression promotes atheroprotection). More research is crucial for understand prognosis in asymptomatic population.
Funding Acknowledgement
Type of funding sources: Public hospital(s). Main funding source(s): SESARAM EPE
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Affiliation(s)
- M Santos
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - D Sa
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Temtem
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - S Freitas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - E Henriques
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - S Borges
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A I Freitas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - G Guerra
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit , Funchal , Portugal
| | - A Drumond
- Hospital Funchal , Funchal , Portugal
| | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences , Lisbon , Portugal
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15
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Temtem M, Serrao M, Mendonca MI, Santos M, Sousa JA, Mendonca F, Sousa AC, Freitas S, Henriques E, Rodrigues M, Borges S, Guerra G, Drumond A, Palma Dos Reis R. Is there a different impact of traditional risk factors on calcium score, in an asymptomatic population? Eur Heart J 2021. [DOI: 10.1093/eurheartj/ehab724.2487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
The coronary calcium score has been increasingly used to stratify and predict cardiovascular risk, particularly in low and intermediate-risk persons. Understanding which determinants have more impact on coronary calcium score level, could lead to the development of new stricter preventive measures for reducing coronary artery calcification (CAC) and, consequently, cardiovascular risk.
Purpose
Our study aimed to investigate the impact of the traditional risk factors (TRFs) on the CAC score level and if there is a different association between this TRFs and CAC score degrees, in an asymptomatic population.
Methods
The study cohort comprised 1,122 consecutive asymptomatic individuals without known coronary artery disease (CAD) belonging to the healthy controls of GENEMACOR study and referred for computed tomography for CAC scoring assessment. The traditional risk factors considered were (1) current cigarette smoking, (2) dyslipidemia, (3) diabetes mellitus, (4) hypertension and (5) family history of coronary artery disease. According to the Hoff's nomogram, 3 categories were created: low CAC (0≤CAC<100 and P<50); moderate CAC (100≤CAC<400 or P50–75) and high or severe CAC (CAC≥400 or P>75). We evaluated the association of the different TRFs with these levels of CAC score (Chi-square test). Finally, we performed a logistic regression model adjusted for all significant TRFs selected in the bivariate analyses.
Results
Smoking was significantly associated with high levels of CAC score, 28.4% vs 21.7%; p=0.038 as well as hypertension, 58.8% vs 45.6%; p=0.001, type 2 diabetes 21.1% vs 9.6%; p<0.0001, dyslipidemia, 73.0% vs 66.1%; p=0.057. Family history did not show a significant association with CAC (p=0.717). Then, we constructed a logistic regression model adjusted the significant risk factors in previous analysis. The final multivariate analysis, selected as independent predictors of high CAC: Type 2 diabetes; OR=2.309; 95% CI 1.533–3.479; p<0.0001, hypertension; OR=1.627; 95% CI 1.185–2.233; p=0.003, and smoking, OR=1.565; 95% CI 1.102–2.222; p=0.012.
Conclusions
In this study, well-known and modifiable cardiovascular risk factors are associated with high calcium score levels. However, hypertension and diabetes seem to be preferentially associated with higher CAC scores, while tobacco, although it has a significant association, seems to be not so strong as diabetes and hypertension. This concept may mean that smoking has its primary role in plaque instability and not so much in the growing and calcification of plaques.
Funding Acknowledgement
Type of funding sources: None.
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Affiliation(s)
- M Temtem
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Serrao
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Santos
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - J A Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Borges
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - G Guerra
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Drumond
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
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16
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Temtem M, Serrao M, Mendonca MI, Santos M, Sousa A, Mendonca F, Sousa AC, Henriques E, Freitas S, Rodrigues M, Borges S, Guerra G, Drumond A, Palma Dos Reis R. Is HNF4A gene, a risk factor or protection against coronary artery disease? Eur Heart J 2021. [DOI: 10.1093/eurheartj/ehab724.3196] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Abstract
Background
Hepatocyte nuclear factor4 A (HNF4A) gene was considered by GWAS associated with atherosclerosis and CAD susceptibility. Loss-of-function mutations in human hepatocyte nuclear factor 4α (HNF4α), a transcriptor factor encoded by the HNF4A gene, are associated with maturity-onset diabetes of the young and lipid disorders. However, the mechanisms underlying the lipid disorders are poorly understood.
Aim
We propose identifying the genetic predisposition to atherosclerosis progression and events occurrence or regression and better prognosis, through a cohort study from GENEMACOR population.
Methods
We investigated a cohort of 1,712 patients who underwent coronary angiography with more than 70% stenosis of at least one main coronary vessel. 33 SNPs associated with the risk of CAD in previous GWAS were genotyped by TaqMan assays methodology. We evaluated the best genetic model associated with CAD prognosis (events) with a 95% CI in bivariate analysis. The hazard function was performed by a Cox survival regression model adjusted for age, sex, type 2 diabetes, hypertension, and hypercholesterolemia, to evaluate their relationship with the event's incidence. Finally, we constructed Kaplan–Meier cumulative-event curves for the significant genetic variants.
Results
Our evaluation revealed a SNP paradoxically associated with protection from atherosclerosis progression and events occurrence: rs1884613 C>G in the HNF4A gene on chromosome 20 dominant model [OR=0.653; 95% CI (0.522–0.817); p=0.0002]. Cox survival regression model showed a CAD protective effect of HNF4A with a Hazard ratio (HR) of 0.771; p=0.007. The Kaplan-Meier cumulative event analysis disclosed that the CG+GG vs CC genotype of rs1884613 HNF4α was associated with a better prognosis (Breslow test, p=0.004) at the end of the follow-up.
Conclusion
We identified, in this study, one SNPs paradoxically associated with a better CAD prognosis rs1884613 in HNF4A. The HNF4A gene variants could induce loss of HNF4α function, modifying and modulating hepatic lipase and lipid metabolism conferring a beneficial effect on atherosclerosis progression and events occurrence.
Funding Acknowledgement
Type of funding sources: None.
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Affiliation(s)
- M Temtem
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Serrao
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Santos
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Borges
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - G Guerra
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Drumond
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
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17
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Sousa JA, Mendonca MI, Santos M, Temtem M, Mendonca F, Sousa AC, Rodrigues M, Freitas S, Henriques E, Borges S, Guerra G, Drumond A, Palma Dos Reis R. Epicardial adipose tissue volume improves cardiovascular risk reclassification: the Framingham Risk Score example. Eur Heart J 2021. [DOI: 10.1093/eurheartj/ehab724.2527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Introduction
Epicardial adipose tissue (EAT) volume can be noninvasively detected by CT and has been suggested to predict major adverse cardiovascular events (MACE). Framingham Risk Score is one of a number of scoring systems used to determine an individual's chances of developing cardiovascular disease, hence identifying who is most likely to benefit from prevention.
Objectives
The purpose of this study was to determine net reclassification improvement (NRI) and improved risk prediction based on EAT volume, in comparison to a traditionally known cardiovascular risk score, such as the Framingham.
Methods
895 asymptomatic volunteers were prospectively enrolled in a single Portuguese center (mean age 51.9±7.7, 78.5% male) and underwent a median follow-up time of 3.7 years (IQR 5.0). EAT volume was measured by Cardiac Computed Tomography (CCT) using a modified simplified method. For NRI assessment, EAT volume as a continuous variable was added to the Framingham Risk Score.
Results
After 3.7 median years of follow-up, 27 patients developed a MACE. Using NRI, the net proportion of events (netNRIe) that assigned a higher risk was 33.3% (better reclassified), and the net ratio of non-events (netNRIne) was 24.7%, resulting in a net reclassification index (netNRI) of 58.0%. When the new marker was included in the model, 58.0% of patients were better reclassified. In our work, a total of 33.3% of patients who suffered events (n=27) were correctly reclassified and assigned a higher risk.
Conclusion
EAT volume results in a high reclassification rate in an asymptomatic, low-risk population, demonstrating the benefit of this marker beyond traditional risk assessment models. Our study supports its application, especially in carefully selected individuals.
Funding Acknowledgement
Type of funding sources: None. Figure 1
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Affiliation(s)
- J A Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Santos
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Temtem
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Borges
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - G Guerra
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Drumond
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
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18
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Temtem M, Serrao M, Mendonca MI, Santos M, Sousa JA, Mendonca F, Sousa AC, Rodrigues M, Freitas S, Henriques E, Borges S, Guerra G, Drumond A, Palma Dos Reis R. The significant role of coronary artery calcification score in asymptomatic patients with metabolic syndrome. Eur Heart J 2021. [DOI: 10.1093/eurheartj/ehab724.2642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Background
Metabolic syndrome (MetS) is a clinical condition composed of metabolic and cardiovascular risk factors, such as abdominal obesity, hyperglycemia, dyslipidemia and hypertension. Many patients with MetS suffer major adverse cardiovascular events (MACE) that are not adequately identified by traditional risk assessment, suggesting the need for early detection of subclinical coronary heart disease to identify those at high-risk. Coronary artery calcification (CAC) screening has added utility in categorizing patients with low, intermediate and high cardiovascular risk.
Purpose
Evaluate the prognostic role of CAC score in asymptomatic population patients with metabolic syndrome in cardiovascular events risk prediction.
Methods
A total of 1,122 asymptomatic individuals without known coronary heart disease, enrolled from GENEMACOR study, were followed for a mean of 5.3±3.4 years for the primary endpoint of all-cause of cardiovascular events. All were referred for computed tomography for the CAC scoring assessment. According to the Hoff's nomogram, 3 categories were created: low CAC (0≤CAC<100 or P<50); moderate CAC (100≤CAC<400 or P50–75) and high or severe CAC (CAC≥400 or P>75). In a subgroup of 507 individuals with MetS and 615 controls, CAC values were compared by T-student and association of CAC severity with events occurrence was evaluated. Finally, a logistic regression model adjusted for CAC severity was performed in patients with MetS.
Results
Among our population, the extent of CAC differs significantly between men and women in the same age group. Patients with Mets (23.2%, n=115) had higher CAC scores than controls (219.0±486.0 vs 115.8±370.8, p<0.0001). In this cohort, with higher CAC scores, 46.7% vs 22.5% had MACEs (p=0.049) during the follow-up. The logistic regression analysis revealed that CAC≥400 is a MACE predictor (OR=4.326, CI 95% 1.241–15.080, p=0.021) in patients with MetS.
Conclusion
Our results point to the importance of the inclusion of CAC screening in patients with MetS to further stratify those patients that, despite tight control of cardiovascular risk factors, may benefit from more intensive therapies. This tool is a useful and straightforward method that could have a significant impact on the prognosis of future cardiovascular disease in patients with MetS.
Funding Acknowledgement
Type of funding sources: None.
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Affiliation(s)
- M Temtem
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Serrao
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Santos
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - J A Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Borges
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - G Guerra
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Drumond
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
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19
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Sousa A, Mendonca MI, Santos M, Temtem M, Mendonca F, Sousa AC, Rodrigues M, Freitas S, Henriques E, Borges S, Guerra G, Drumond A, Palma Dos Reis R. Epicardial adipose tissue (EAT) volume is related to subclinical atherosclerosis and major adverse cardiovascular events (MACE) in asymptomatic subjects. Eur Heart J 2021. [DOI: 10.1093/eurheartj/ehab724.2509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Introduction
Epicardial adipose tissue (EAT) is an emerging cardiovascular risk marker. It has been suggested to be an inflammatory mediator with a role in subclinical atherosclerosis and coronary artery disease. However, its prognostic relevance in hard clinical outcomes remains thoroughly unexplored in the literature.
Purpose
Evaluate the prognostic relevance of EAT, regarding the occurrence of major adverse cardiovascular events (MACE) in an asymptomatic population.
Methods
895 asymptomatic volunteers were prospectively enrolled in a single Portuguese center (mean age 51.9±7.7, 78.5% male) and underwent a median follow-up time of 3.7 years (IQR 5.0). EAT volume was measured by Cardiac Computed Tomography (CCT) using a modified simplified method. Participants were distributed into two groups, above and below the EAT-volume median. We compared both groups regarding the occurrence of MACE through univariate analysis, Kaplan-Meier Survival curves and log-rank test. Association to subclinical atherosclerosis was addressed using correlation between EAT volume and calcium score (Agatson).
Results
There is a strong correlation between EAT volume and calcium score (r=0.205, p<0.0001), sustaining that it may play an important role in mediating coronary artery disease and subclinical atherosclerosis. Patients with higher EAT volume, were exposed to higher occurrence of MACE on follow-up [70.4% (19 of 27) vs 49.4% (429 of 868), p=0.032] with a clearer separation of the curves after 5.7 years.
Conclusion
In an asymptomatic population, EAT volume seems to be related to subclinical atherosclerosis and to the occurrence of adverse cardiovascular events on long-term follow-up. Our study addresses some unanswered questions, such as the prognostic relevance of EAT as an emerging cardiovascular risk marker.
Funding Acknowledgement
Type of funding sources: None.
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Affiliation(s)
- A Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Santos
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Temtem
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Borges
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - G Guerra
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Drumond
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
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20
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Temtem M, Mendonca MI, Soares C, Serrao M, Rodrigues R, Santos M, Sousa JA, Mendonca F, Sousa AC, Rodrigues M, Henriques E, Freitas S, Drumond A, Palma Dos Reis R. Does coronary calcium score add value to European SCORE in an asymptomatic population? Eur Heart J 2021. [DOI: 10.1093/eurheartj/ehab724.2731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
Despite being a controversial subject, multiple guidelines mention the use of Coronary Artery Calcification (CAC) scoring in the cardiovascular risk prediction in the asymptomatic population. Adding CAC score to European SCORE (Systematic Coronary Risk Evaluation) may improve the prediction of MACE (Major Adverse Cardiovascular Events), providing better cardiovascular risk stratification.
Purpose
Our study aims to evaluate the impact of CAC severity in MACE prediction compared with SCORE and estimate the additional value of CAC score in cardiovascular risk stratification in a low- risk region and asymptomatic population.
Methods and results
The study consisted of a prospective registry of 1110 asymptomatic individuals free of known coronary heart disease, enrolled from the GENEMACOR study and referred for computed tomography for the CAC scoring assessment. The mean age was 51.6±8.2 years, and 74.1% were male. This population was followed for a mean of 5.2±3.3 years for the primary endpoint of all-cause of cardiovascular events. The extent of CAC differs significantly between men and women in the same age group. Therefore, the distribution of CAC score by age and gender was done using Hoff's nomogram (a). According to this nomogram, 3 categories were created: low CAC (0≤CAC<100 and P<50); moderate CAC (100≤CAC<400 or P50–75) and high CAC (CAC≥400 or P>75). Through a Cox regression for MACE occurrence, SCORE does not remain in the equation, and the higher severity level of CAC presented a significant risk of MACE occurrence with an HR of 7.943 (95% CI 2.948 – 21.401; p<0.0001). Using the C-index, CAC was superior to SCORE (0.729 vs 0.615; p<0.0001). Adding CAC score to SCORE increased MACE prediction compared to SCORE alone (AUC 0.77 vs 0.615; p=0.003).
Conclusion
Our results point to the importance of the CAC score inclusion in primary prevention to improve cardiovascular risk stratification. CAC score in clinical practice could have a prognostic impact on MACE prediction. Larger prospective multicenter cohorts with longer follow-up should reproduce and validate these findings.
Funding Acknowledgement
Type of funding sources: None. Table 1
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Affiliation(s)
- M Temtem
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - C Soares
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
| | - M Serrao
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
| | - R Rodrigues
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
| | - M Santos
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - J A Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Drumond
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
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21
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Santos M, Mendonca MI, Temtem M, Sousa JA, Mendonca F, Sousa AC, Freitas S, Henriques E, Rodrigues M, Borges S, Guerra G, Drumond A, Palma Dos Reis R. Assessing the clinical utility of a genetic risk score associated with type 2 diabetes in a southern European population. Eur Heart J 2021. [DOI: 10.1093/eurheartj/ehab724.2486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Background
The development of personalized susceptibility profiles based on genetic information to aid prediction, early detection and prevention of type 2 diabetes (T2D) with potential clinical application, begins to awaken interest in the scientific community. However, its clinical translation is controversial.
Objective
Evaluate the clinical utility of a genetic risk score (GRS) created with the GWAS-derived genetic variants associated to T2D to predict and discriminate the susceptibility to Type 2 diabetes, in a Southern European population with and without T2D.
Methods and results
We studied through a case-control with 3,139 subjects (772 with T2D and 2,367 without) the usefulness of implementing a GRS in clinical practice. We constructed a multiplicative GRS (mGRS) calculated using 10 SNPs of genetic loci robustly associated to T2D (HNF4A rs1884613, IGF2BP2 rs4402960, PPARG rs1801282, TCF7L2 rs7903146, SLC30A8 rs1326634, MC4R rs17782313, ADIPOQ rs266729, FTO rs8050136, TAS2R50 rs1376251 and APO E rs7412 and rs429358), to evaluate the prediction and discrimination of T2D. Two logistic regression models were performed the first with age, sex and BMI. The second with these three risk factors plus hypertension, LDL >130mg/dl and physical inactivity. Logistic regression models, receiver operating characteristic analyses (ROC curve) were used. Each model was analysed individually and added with mGRS to calculate the area under the ROC curve (AUC), which may be considered a global estimate of each model's predictive power. The inclusion of GRS in the first model increased the discriminative power of T2D (AUC=0.669 to 0.692; p<0.0001. In the second model, the increase was AUC=0.712 to 0.729; p<0.0001.
Conclusions
Adding genomic information to traditional models improves the ability to predict and discriminate type 2 Diabetes slightly, compared to traditional models alone. Nevertheless, this increase is not sufficiently robust for translation in clinical practice. However, clinicians should be conscious that T2D genetic research is experiencing a dramatic revolution and stay optimistic that these innovative studies translate into improved care for diabetic patients.
Funding Acknowledgement
Type of funding sources: None.
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Affiliation(s)
- M Santos
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Temtem
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - J A Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Borges
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - G Guerra
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Drumond
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
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22
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Mendonca F, Mendonca MI, Santos M, Temtem M, Sousa JA, Sousa AC, Henriques E, Freitas S, Rodrigues M, Borges S, Guerra G, Drumond A, Palma Dos Reis R. Genomic prediction of cardiovascular events in a coronary Southern European population. Eur Heart J 2021. [DOI: 10.1093/eurheartj/ehab724.1125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Background
Traditional and clinical risk factors are indicators of atherosclerosis over time and strong independent predictors of cardiovascular events, but it is unknown whether other genetic markers could provide information about the evolution of atherosclerotic coronary artery disease (CAD).
Objective
We propose identifying the genetic predisposition to atherosclerotic plaque progression and events occurrence, through a study cohort from GENEMACOR study population.
Methods
We performed a study with a cohort of 1,712 patients who underwent coronary angiography with more than 70% stenosis of at least one main coronary vessel, during a mean follow-up of 5 years (amplitude range 20 years). 33 SNPs associated with risk of CAD in previous GWAS, were genotyped by TaqMan assays methodology. The best model in the bivariate analysis at 95% CI with all genetic variants was generated, to investigate their association with prognostic and events occurrence. The hazard function at a set of confounding-variables was determined to evaluate their relationship with the event's incidence by the Cox survival analysis regression model. Finally, we constructed Kaplan–Meier cumulative-event curves for the significant variants.
Results
The analysis revealed two SNPs associated with the progression of atherosclerosis and events occurrence: rs12190287 G>C in the TCF21 gene on chromosome 10 (dominant model; OR=1.542; 95% CI 1.069 – 2.224; p=0.020) and the rs1333049 G>C in the CDKN2-AS1 gene on chromosome 9 (recessive model; OR=1.228; 95% CI 1.001 – 1.518; p=0.050). The Kaplan-Meier cumulative event curves in the TCF21 variant rs12190287 G> C showed that the GC+CC vs GG genotype was associated with a worse prognosis (log-rank test, p=0.016) and the CDKN2B-AS1 rs1333049 G> C revealed that the CC vs GG+GC genotype also presented severe prognosis and more events at the end of the follow-up period (log-rank test, p=0.046).
Conclusion
We have identified two SNPs associated with the prognosis of CAD, rs12190287 of TCF21 gene and rs1333049 of CDKN2-AS1 gene. Both are in non-coding enhancer regions and regulate transcriptional mechanisms shared among multiple CAD risk loci and could provide new insights into CAD's pathophysiology identifying core mechanisms for therapeutic intervention modulating the disease risk.
Funding Acknowledgement
Type of funding sources: None.
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Affiliation(s)
- F Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Santos
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Temtem
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - J A Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Borges
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - G Guerra
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Drumond
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
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23
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Mendonca F, Mendonca MI, Temtem M, Santos M, Sousa JA, Sousa AC, Henriques E, Freitas S, Rodrigues M, Borges S, Guerra G, Drumond A, Palma Dos Reis R. A genetic risk score predicts recurrent events after myocardial infarction in young patients with a low level of traditional risk factors. Eur Heart J 2021. [DOI: 10.1093/eurheartj/ehab724.3198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Introduction
Coronary Heart Disease (CAD) is a multifactorial disease, including environmental and genetic risk factors. Current smoking, dyslipidemia and diabetes have a significant impact in long- term mortality and morbidity. However, several genetic variants associated with CAD but not with traditional risk factors (TRFs) has been reported to improve prediction of events and extended mortality, in younger CAD people.
Aim
To evaluate the clinical utility of a GRS composed by variants from GWAS associated to CAD but not with TRF to predict life-long residual risk in patients under 55 years old and a low level of TRFs.
Methods
We conducted a prospective study with 573 consecutive patients aged <55 years presenting with AMI and a low level of TRFs (without diabetes and with LDL cholesterol >150 mg/ml). We analysed several biochemical markers and performed a GRS with variants not associated with TRFs (TCF21 rs12190287, CDKN2B-AS1 rs1333049, CDKN2B rs4977574, PHACTR1 rs1332844, MIA3 rs17465637, ADAMTS7 rs3825807, ZC3HC1 rs11556924, SMAD3 rs17228212 and GJA4 rs618675). We studied the GRS association with a primary composite endpoint of all-cause vascular morbidity and mortality including recurrent acute coronary syndrome (myocardial infarct and unstable angina), coronary revascularization (coronary artery bypass grafting (CABG) and percutaneous coronary intervention (PCI), re-hospitalization for heart failure, ischemic stroke and cardiovascular dead.
Results
A total of 573 patients were studied and followed up for a mean of 4.7±4.0 years. There were 169 recurrent cardiovascular events. The GRS was sub-divided into terciles, verifying that patients in the third tercile (high risk) had a higher number of risk alleles. Compared with the low-risk GRS tercile, the multivariate-adjusted HR for recurrences was 1.520 (95% CI 1.011–2.286); p=0.044 for the intermediate-risk group and was 2.051 (95% CI 1.382–3.044); p<0.0001 for the high-risk group. Inclusion of the GRS in the model with TRFs alone (low risk) improved the C-statistic analysis (C-statistic = 0.030; p=0.004), cNRI (continuous net reclassification improvement) (30.8%), and the IDI (integrated discrimination improvement index) (0.022).
Conclusions
A multilocus GRS may identify young coronary disease patients with a low level of TRFs but at significant risk of long-term events recurrence. The genetic information may improve prediction discrimination, and reclassification over the conventional risk factors alone, providing better cost-effective therapeutic strategies.
Funding Acknowledgement
Type of funding sources: None. Figure 1
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Affiliation(s)
- F Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Temtem
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Santos
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - J A Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Borges
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - G Guerra
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Drumond
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
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24
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Soares C, Temtem M, Mendonca MI, Sousa JA, Santos M, Sousa AC, Rodrigues M, Henriques E, Freitas S, Borges S, Guerra G, Drumond A, Palma Dos Reis R. Comparison between a genetic risk score and the European SCORE in cardiovascular events prediction in a primary prevention population. Eur Heart J 2021. [DOI: 10.1093/eurheartj/ehab724.2488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Background
The risk for Coronary Artery Disease (CAD) can be estimated using different scores, such as the European SCORE (Systematic Coronary Risk Evaluation) scale or genetic risk score (GRS). The addition of GRS to the European SCORE may increase the precision of predicting MACE (Major Adverse Cardiovascular Events).
Purpose
This study aims to compare the European SCORE and the multiplicative genetic risk score (mGRS) in predicting MACE.
Methods and results
The study included 1110 asymptomatic individuals without known CAD from GENEMACOR prospective registry. We defined the primary endpoint of all-cause cardiovascular events.
The study population had mean age of 51.6 years, 74.1% male and had risk factors of diabetes (11.6%), dyslipidemia (67.5%), hypertension (48.1%) and smoking (22.9%). Using C-index methodology, mGRS score was superior to SCORE in predicting MACE (mGRS = 0.832 Vs SCORE = 0.615; p=0.014).
Conclusions
The mGRS score was superior to SCORE in predicting MACE in an asymptomatic and free of CAD population. Genetic information may improve cardiovascular risk stratification in primary prevention.
Funding Acknowledgement
Type of funding sources: None.
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Affiliation(s)
- C Soares
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
| | - M Temtem
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - J A Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Santos
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Borges
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - G Guerra
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Drumond
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
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Santos M, Mendonca MI, Temtem M, Sousa JA, Mendonca F, Monteiro J, Sousa AC, Freitas S, Henriques E, Guerra G, Drumond A, Palma Dos Reis R. Is the TCF21 gene protection or risk for coronary artery disease? Eur Heart J 2021. [DOI: 10.1093/eurheartj/ehab724.3359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Introduction
TCF21 is expressed in cells that migrate into the developing plaque facilitating the repair of the vessel wall. However, the rs12190287 risk allele (C) of TCF21 can lead to reduced TCF21 expression being a risk factor for CAD.
Purpose
Investigate whether the variant rs12190287 G>C of TCF21 gene represents a risk factor for CAD in a Southern European population.
Methods
Case-control with 3139 individuals, 1723 CAD patients and 1416 controls, adjusted for age and gender. Genotyping of TCF21 rs12190287 G>C was performed by TaqMan Real-Time PCR. CAD association of each genetic model was evaluated.
Multivariate logistic regression analysis adjusted for confound variables: smoking status, dyslipidemia, diabetes, physical inactivity, and hypertension, was made.
Results
TCF21 rs12190287 G>C has shown significant genotypic differences between cases and controls: GG 9.5% vs 11.9%; GC 43.2% vs 46.5% and CC 47.3% vs 41.6%. CAD risk was significant in all models: dominant (OR 1.28; 95% CI: 1.02–1.61; p=0.033); recessive (OR 1.26; 95% CI: 1.09–1.45; p=0.001); additive (OR 1.20; 95% CI: 1.08–1.34; p=0.001). After multivariate analysis, TCF21 variant was independently associated with CAD.
Conclusion
TCF21 variant rs12190287 G>C may be a risk factor for CAD. It is plausible that TCF21 loci exert its protective effect by promoting infiltration of fibromyocytes in the coronary wall lesion and fibrous layer and loss of TCF21 expression can result in fewer fibromyocytes to fibrous cap increasing vulnerability of the plaque.
Funding Acknowledgement
Type of funding sources: None. Variables associated with CAD risk
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Affiliation(s)
- M Santos
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Temtem
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - J A Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - J Monteiro
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - G Guerra
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Drumond
- Hospital Dr. Nelio Mendonca, Funchal, Portugal
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Sousa JA, Mendonça MI, Serrão M, Borges S, Henriques E, Freitas S, Tentem M, Santos M, Freitas P, Ferreira A, Guerra G, Drumond A, Palma Reis R. Epicardial Adipose Tissue: The Genetics Behind an Emerging Cardiovascular Risk Marker. Clin Med Insights Cardiol 2021; 15:11795468211029244. [PMID: 34276231 PMCID: PMC8255575 DOI: 10.1177/11795468211029244] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 06/07/2021] [Indexed: 12/16/2022]
Abstract
Evidence points epicardial adipose tissue (EAT) as an emerging cardiovascular risk marker. Whether genetic polymorphisms linked with atherosclerosis are associated with higher EAT is still unknown. We aim to assess the role of genetic burden of atherosclerosis and its association to EAT in a cohort of asymptomatic individuals without coronary disease. A total of 996 participants were prospectively enrolled in a single Portuguese center. EAT volume was measured by Cardiac Computed Tomography and participants were distributed into 2 groups, above and below median EAT. SNPs were genotyped and linked to their respective pathophysiological axes. A multiplicative genetic risk score (mGRS) was constructed, representing the genetic burden of the studied SNPs. To evaluate the association between genetics and EAT, we compared both groups by global mGRS, mGRS by functional axes, and SNPs individually. Individuals above-median EAT were older, had a higher body mass index (BMI) and higher prevalence of hypertension, metabolic syndrome, diabetes, and dyslipidemia. They presented higher GRS, that remained an independent predictor of higher EAT volumes. The group with more EAT consistently presented higher polymorphic burden across numerous pathways. After adjustment, age, BMI, and mGRS of each functional axis emerged as independently related to higher EAT volumes. Amongst the 33 SNPs, MTHFR677 polymorphism emerged as the only significant and independent predictor of higher EAT volumes. Patients with higher polymorphism burden for atherosclerosis present higher EAT volumes. We present the first study in a Portuguese population, evaluating the genetic profile of EAT through GWAS and GRS, casting further insight into this complicated matter.
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Affiliation(s)
- João Adriano Sousa
- Centro de Investigação Dra Maria Isabel Mendonça, Hospital Dr Nélio Mendonça, SESARAM, EPERAM, Funchal, Madeira, Portugal
| | - Maria Isabel Mendonça
- Centro de Investigação Dra Maria Isabel Mendonça, Hospital Dr Nélio Mendonça, SESARAM, EPERAM, Funchal, Madeira, Portugal
| | - Marco Serrão
- Centro de Investigação Dra Maria Isabel Mendonça, Hospital Dr Nélio Mendonça, SESARAM, EPERAM, Funchal, Madeira, Portugal
| | - Sofia Borges
- Centro de Investigação Dra Maria Isabel Mendonça, Hospital Dr Nélio Mendonça, SESARAM, EPERAM, Funchal, Madeira, Portugal
| | - Eva Henriques
- Centro de Investigação Dra Maria Isabel Mendonça, Hospital Dr Nélio Mendonça, SESARAM, EPERAM, Funchal, Madeira, Portugal
| | - Sónia Freitas
- Centro de Investigação Dra Maria Isabel Mendonça, Hospital Dr Nélio Mendonça, SESARAM, EPERAM, Funchal, Madeira, Portugal
| | - Margarida Tentem
- Centro de Investigação Dra Maria Isabel Mendonça, Hospital Dr Nélio Mendonça, SESARAM, EPERAM, Funchal, Madeira, Portugal
| | - Marina Santos
- Centro de Investigação Dra Maria Isabel Mendonça, Hospital Dr Nélio Mendonça, SESARAM, EPERAM, Funchal, Madeira, Portugal
| | - Pedro Freitas
- Hospital Santa Cruz, Centro Hospitalar Lisboa Ocidental, CHLO, Carnaxide, Portugal
| | - António Ferreira
- Hospital Santa Cruz, Centro Hospitalar Lisboa Ocidental, CHLO, Carnaxide, Portugal
| | - Graça Guerra
- Centro de Investigação Dra Maria Isabel Mendonça, Hospital Dr Nélio Mendonça, SESARAM, EPERAM, Funchal, Madeira, Portugal
| | - António Drumond
- Centro de Investigação Dra Maria Isabel Mendonça, Hospital Dr Nélio Mendonça, SESARAM, EPERAM, Funchal, Madeira, Portugal
| | - Roberto Palma Reis
- Faculdade de Ciências Médicas, Universidade Nova de Lisboa, Lisboa, Portugal
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Santos MR, Pereira A, Temtem M, Mendonca F, Sousa JA, Monteiro JP, Sousa AC, Freitas S, Henriques E, Ornelas I, Drumond A, Mendonca MI, Palma Dos Reis R. Lipid profile in a population with coronary artery disease in Madeira Island. Eur J Prev Cardiol 2021. [DOI: 10.1093/eurjpc/zwab061.167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Abstract
Funding Acknowledgements
Type of funding sources: None.
Introduction
Coronary artery disease (CAD) remains a leading cause of morbidity and mortality worldwide. We know that plasma level of LDL cholesterol (LDL-C) is strongly associated with atherosclerosis, and its reduction with statins has led to a decrease in the incidence and complications of CAD. According to the 2019 ESC guidelines, in high-risk patient the aim is to achieve an absolute LDL-C treatment goal of <55mg/dL. 2016 ESC guidelines purposed, in the same patients, a LDL-C level of <70mg/dL.
Objective
To evaluate the degree of LDL-C control in coronary artery disease patients according to ESC guidelines.
Materials and Methods
Study analyses of 1687 patients selected from GENEMACOR study population, with at least one > 75% coronary stenosis by angiography (median age 53.3 ± 3 years and 54.8% men).
LDL-C was determined by chemical methods and all patients were statin treated. The population was divided in four groups according to LDL-C levels: inferior to 55mg/dL, inferior to 70mg/dL, inferior to 115mg/dL and superior to 115mg/dL.
Results
LDL-C mean value was 108.7mg/dL, median 105.1mg/dL (P25 83.0 and P75 127.4mg/dL). 150 (8.9%) patients had LDL-C < 55mg/dL vs 1537 (91.1%) with LDL-C ≥ 55 mg/dl. 275 (16.3%) patients had LDL-C < 70 mg/dL vs 1412 (83.7%) with LDL-C ≥ 70 mg/dL. 1084 (64.3%%) patients had LDL < 115 mg/dL vs 603 (35.7%) with LDL-C ≥ 115 mg/dL.
Conclusion
In our population LDL-C control levels was low, with 91.1% patients with LDL-C ≥ 55mg/dL and 83.7% patients with LDL ≥ 70 mg/dL. It is interesting to note that most of our patients have LDL-C levels above the recommend by the newest and, surprisingly, the 2016 dyslipidemia guidelines. It is therefore important to implement a more intensive treatment strategy of dyslipidemia in coronary patients.
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Affiliation(s)
| | | | - M Temtem
- Hospital Funchal, Funchal, Portugal
| | | | - JA Sousa
- Hospital Funchal, Funchal, Portugal
| | | | - AC Sousa
- Hospital Funchal, Funchal, Portugal
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Santos MR, Palma Dos Reis R, Pereira A, Mendonca F, Temtem M, Sousa JA, Monteiro JP, Sousa AC, Freitas S, Henriques E, Ornelas I, Drumond A, Mendonca MI. Homocysteine, a predictor of cardiovascular adverse events in coronary artery disease. Eur J Prev Cardiol 2021. [DOI: 10.1093/eurjpc/zwab061.235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Abstract
Funding Acknowledgements
Type of funding sources: None.
OnBehalf
GENEMACOR
Introduction
After the diagnosis of coronary artery disease (CAD), traditional risk factors such as diabetes mellitus, dyslipidemia, hypertension and smoking have been used to assess the risk of major cardiovascular adverse events (MACE). However, despite reduction of these factors, presence of MACE remains high. It is necessary to identify other causal risk factors for MACE in coronary patients and increased plasma Homocysteine (Hcy) level seems to be a likely candidate. However, the influence of Hcy levels in the prognosis of coronary patients presents a limited knowledge.
Objective
To evaluate the influence of high level of Hcy in MACE (defined as a composite endpoint of cardiovascular death, acute myocardial infarction, stroke, admission for heart failure and need to revascularization) of coronary artery patients.
Materials and Methods
Study analyses of 1687 patients selected from GENEMACOR study population, with at least one > 75% coronary stenosis by angiography. That population was divided in three terciles according to the Hcy level and the population of the 2nd tercil (Hcy 11.1-13.6mmol/L) was excluded. The end population of 1118 patients was a median age of 53.1 ± 7.9 years and 77.6% were men. We compared patients in the 1st (Hcy < 11.1mmol/L) and 3rd tercil (Hcy > 13.6mmol/L) during a mean follow up of 5.0 ± 4.8 years.
Results
560 (50.1%) patients were included in the 1st tercil group (median age 51.6 ± 3 years, 72.0% men) and 558 (49.9%) patients were in the 3rd tercil group (median age 54.6 ± 3 years, 83.3% men). In our population, high levels of Hcy were associated with MACE (OR 1.43, 95% CI: 1.12-1.83, p 0.004).
Conclusion
In our population a higher level of Hcy was associated with adverse prognosis and increased occurrence of MACE. Knowing that elevated homocysteine levels are associated with increased risk of MACE, in these patients is essential to have a more intensive therapeutic strategy.
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Affiliation(s)
| | | | | | | | - M Temtem
- Hospital Funchal, Funchal, Portugal
| | - JA Sousa
- Hospital Funchal, Funchal, Portugal
| | | | - AC Sousa
- Hospital Funchal, Funchal, Portugal
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Serrao M, Temtem M, Pereira A, Monteiro J, Santos M, Sousa A, Henriques E, Freitas S, Ornelas I, Drumond A, Palma Dos Reis R, Mendonca M. Does coronary calcium scoring adds value to cardiovascular risk prediction in asymptomatic population? Eur Heart J 2020. [DOI: 10.1093/ehjci/ehaa946.2920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
Despite being a controversial subject, multiple guidelines mention the use of Coronary Artery Calcification (CAC) scoring in the cardiovascular risk prediction, in asymptomatic population. The inclusion of CAC scoring in traditional risk models may help in decision-make providing better cardiovascular risk stratification.
Purpose
The aim of our study is to estimate the impact of CAC scoring in cardiovascular events risk prediction in a model based on traditional risk factors (TRFs).
Methods and results
The study consisted of 1052 asymptomatic individuals free of known coronary heart disease, enrolled from GENEMACOR study and referred for computed tomography for the CAC scoring assessment. A cohort of 952 was followed for a mean of 5.2±3.2 years for the primary endpoint of all-cause of cardiovascular events. The following traditional risk factors were considered: (1) current cigarette smoking, (2) dyslipidemia, (3) diabetes mellitus, (4) hypertension and (5) family history of coronary heart disease. Among this population, the extent of CAC differs significantly between men and women in the same age group. Therefore, the distribution of CAC score by age and gender was done by using the Hoff's nomogram (a). According to this nomogram, 3 categories were created: low CAC (0≤CAC<100 and P<50); moderate CAC (100≤CAC<400 or P50–75) and high CAC (CAC≥400 or P>75). Two Cox regression models were created, the first only with TRFs and the second adding the CAC severity categories. When including CAC categories to the TRFs, the higher severity level presented a significant risk of MACE occurrence with an HR of 4.39 (95% CI 1.83–10.52; p=0.001).
Conclusion
Our results point to the importance of the inclusion of CAC in both primary and secondary prevention to an improved risk stratification. Larger prospective multicentre cohorts with longer follow-up should reproduce and validate these findings.
Funding Acknowledgement
Type of funding source: None
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Affiliation(s)
- M Serrao
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Temtem
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Pereira
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - J Monteiro
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Santos
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A.C Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | | | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences, Lisbon, Portugal
| | - M.I Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
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Santos M, Pereira A, Mendonca F, Sousa J, Temtem M, Monteiro J, Sousa A, Freitas S, Rodrigues M, Ornelas I, Mendonca M, Palma Dos Reis R, Drumond A. What is the relationship between high-density lipoprotein cholesterol and the extension of coronary heart disease? Eur Heart J 2020. [DOI: 10.1093/ehjci/ehaa946.1749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Introduction
Coronary atherosclerosis is an important pathophysiological mechanism in the development of coronary artery disease (CAD). While it has been proven via multiple studies that elevated levels of low-density lipoprotein (LDL) contribute to the development of atherosclerosis, high-density lipoprotein (HDL) is widely thought to have atheroprotective effects. Multiple epidemiologic studies have given the idea that high HDL levels protect against CAD, however, other trials also shown that its benefit can be paradoxical.
Objective
To evaluate the relationship between HDL levels and the extent of CAD (one vessel vs multivessel disease) in coronary artery patients.
Materials and methods
Study analyses of 1676 patients selected from GENEMACOR study population, with at least one >75% coronary stenosis by angiography (median age 53.3±7.9 years, 78.6% male, median HDL 43.0±11.1 mg/dL). Population was divided according to the HDL level quartiles (1st quartile HDL <35.3 mg/dL; 2nd quartile HDL 35.3–42 mg/dL; 3rd quartile HDL 42–49 mg/dL; 4th quartile HDL >49 mg/dL). Population of the 1st and 4th quartiles (825 patients, median age of 53.3±7.9 years and 78.7% male) were adjudicated and prospectively followed-up by 5.0±4.8 years. χ2 and T student tests were used to analyze the demographic, laboratorial, angiographic and anthropometric characteristics of the population according to HDL level.
Results
420 (50.9%) patients were included in the 1st quartile group (median age 53.2±7.9 years, 85.7% men) and 405 (49.1%) patients were included in the 4th quartile group (median age 53.4±8.0 years, 71.4% men). In our population, lower levels of HDL were associated with increased risk of multivessel coronary disease (OR 1.63, 95% CI 1.23–2.14, p 0.001).
Conclusion
Despite uncertainties about HDL benefit, in our population a higer level of HDL was associated with a shortest extent of coronary artery disease. We conclude that higher levels of HDL can be considered protective in coronary patients, and strategies to increase HDL levels may indeed translate in improved outcomes in CAD disease.
Funding Acknowledgement
Type of funding source: None
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Affiliation(s)
- M.R Santos
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A Pereira
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J.A Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Temtem
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J.P Monteiro
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A.C Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M.I Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences, Lisbon, Portugal
| | - A Drumond
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
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Temtem M, Serrao M, Pereira A, Santos M, Mendonca F, Sousa J, Monteiro J, Sousa A, Freitas S, Henriques E, Guerra G, Ornelas I, Drumond A, Palma Dos Reis R, Mendonca M. TCF21 variant is a risk factor for coronary artery disease and will it be a prognostic marker? Eur Heart J 2020. [DOI: 10.1093/ehjci/ehaa946.2904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
TCF21 gene, encodes a basic-helix- loop- helix transcription factor, playing a critical action in the development of epicardial progenitor cells that give rise to coronary artery smooth muscle cells (SMC) and cardiac fibroblasts. Recent data suggest that TCF21 may play a role in the state of differentiation of SMC precursor cells that migrate to vascular lesions and contribute to fibrous cap.
Purpose
Investigate the association of TCF21 rs12190287G>C variant with coronary artery disease (CAD) in a Portuguese population and its role on the prognosis.
Methods
Case-control study with 3120 participants, 1687 coronary patients with at least 75% obstruction of a major coronary artery and 1433 controls. Genotyping used the TaqMan technique (Applied Biosystems) and then a univariate and multivariate logistic regression analysis were performed. After a mean follow-up of 5.01±4.2 years (interquartile range 1.96–7.57), the occurrence of the combined Major Adverse Cardiovascular Events (MACE) (Cardiovascular Mortality, non-fatal Myocardial Infarction, new Revascularization, Cerebrovascular Disease and Peripheric Vascular Disease) were registered and analysed by Cox regression. Finally, Kaplan-Meier survival estimate was performed.
Results
In the total population, GC+CC genotype was found to be associated with CAD with an OR of 1.285; CI: 1.022–1.614; p=0.031. After multivariate logistic regression, adjusted to traditional risk factors, the association with CAD remained significant for this genotype (OR=1.340; CI: 1.042–1.723; p=0.022).After Cox regression adjusted for confounding variables (age and sex, hypertension, diabetes, smoking, dyslipidemia, eGFR, Ejection fraction <55) the mutated genotype remained a significant predictor of MACE (HR=1.420; CI: 1.032–1.953; p=0.031). The individuals carrying the mutated allele (GC+CC) at the mean follow-up showed an event probability of 36.1%, whereas the wild population (GG) presented only 23.4%. The Log-Rank test showed significant differences between the two curves (p=0.019).
Conclusion
The mutated TCF21 variant can provide a new marker to identify patients at high cardiovascular risk and may representa potential target for gene therapy in future.
Figure 1
Funding Acknowledgement
Type of funding source: None
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Affiliation(s)
- M Temtem
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Serrao
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A Pereira
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Santos
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J.A Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J Monteiro
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A.C Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - G Guerra
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A Drumond
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - R Palma Dos Reis
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M.I Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
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Camelo R, Drumond A. PERFIL DAS PESSOAS COM DEFICIÊNCIA HEREDITÁRIA DE FXIII EM TRATAMENTO PROFILÁTICO ACOMPANHADAS NA FUNDAÇÃO HEMOMINAS, BELO HORIZONTE. Hematol Transfus Cell Ther 2020. [DOI: 10.1016/j.htct.2020.10.122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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33
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Sousa J, Mendonca M, Pereira A, Mendonca F, Monteiro J, Neto M, Sousa AC, Henriques E, Freitas S, Guerra G, Borges S, Ornelas I, Drumond A, Palma Dos Reis R. P3399Influence of TCF21 rs12190287 in the coronary artery disease risk prediction. An association study in a Portuguese population. Eur Heart J 2019. [DOI: 10.1093/eurheartj/ehz745.0275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
TCF21 is a member of the basic-helix-loop-helix (bHLH) transcriptor factor family, being critical for embryogenesis of the heart, kidney and spleen. TCF21 also regulates epicardium-derived cells differentiation into smooth muscle and fibroblast lineages.
Aim
Investigate the impact of TCF21 rs12190287 in the prediction and discrimination of CAD risk, individually or into a genetic risk score (GRS) formed by a set of 13 genetic variants.
Methods
We performed a case-control study with 3050 subjects (1619 coronary patients with 53.3±8 years; 78.9% male and 1431 controls with 52.8±8 years; 76.6% male) from GENEMACOR study. We investigated all traditional risk factors (TRF), as well as 13 genetic variants from GWAS with unknown pathophysiological pathway so far, including TCF21 (rs12190287), ZC3HC1 (rs11556924), PSRC1/SORTI (rs599839), PHACTR1 (rs1332844), MIA3 (rs17465637), SMAD3 (rs17228212), ZNF259 (rs964184), ADAMTS7 (rs3825807), CDKN2B (rs4977574), 9p21.3 (rs1333049), KIF6 (rs20455), PCSK9 (rs2114580) and GJA4 (rs618675). A multiplicative genetic risk score with these 13 genetic variants (m13GRS), was calculated. Subsequently, two logistic regressions were performed; primarily with all the TRF and all the genes individually and the second with TRF and m13GRS.
Results
The first multivariate analysis shows that, besides the strong association of the TRF with CAD risk (with smoking status on the top of the list, with an OR of 3.2; p<0.0001), TCF21 rs12190287 was the most significant variant from all the studied genetic set with a CAD risk of 1.5 (95% CI: 1.1–1.9; p=0.004), followed by the well-known genetic determinant CDKN2B rs4977574 (OR=1.4; 95% CI: 1.1–1.7; p<0.002) and ZC3HC1 rs11556924 (OR=1.3; 95% CI: 1.0–1.7; p=0.034). When GRS is included to the model, all the TRF remain in the equation by the same order, and the m13GRS persisted as an independent predictor for CAD risk (OR=1.7; 95% CI: 1.4–2.0; p<0.0001).
Conclusion
TCF21 rs12190287 is a risk factor for CAD in the Portuguese population, either individually or incorporated in a m13GRS. TCF21 risk is independent from TRF. In the future, TCF21 can provide a new clues to identify patients at high cardiovascular risk and become a potential target for gene therapy.
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Affiliation(s)
- J Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A Pereira
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J Monteiro
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Neto
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - G Guerra
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - S Borges
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A Drumond
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - R Palma Dos Reis
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
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Borges S, Palma Dos Reis R, Pereira A, Mendonca F, Sousa J, Monteiro J, Neto M, Sousa AC, Rodrigues M, Henriques E, Ornelas I, Freitas AI, Drumond A, Mendonca MI. P6200Effect of LPA gene on CAD risk among diabetic patients. Eur Heart J 2019. [DOI: 10.1093/eurheartj/ehz746.0805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Introduction
Previous research reported that LPA gene is a strong and independent predictor of CAD in non-diabetic patients but not in patients with type 2 diabetes. These results suggest that LPA gene might contribute less to CAD risk in patients with T2DM than in general population.
Objective
Investigate, in our population, the association between LPA gene CT variant and CAD risk among diabetic patients.
Methods
3050 individuals (1619 coronary patients and 1431 controls) were genotyped for LPA rs3798220 TT/CT. Pearson's chi-squared test was applied to evaluate the association between LPA variants and CAD, firstly, in the general population and, secondly, in the group of patients with T2DM (n=735). Multivariate logistic regression was performed with LPA CT variant and 6 traditional risk factors (TRF) (smoking, dyslipidemia, diabetes, hypertension, family history of CAD and physical inactivity) in both general and diabetic population.
Results
In total population, LPA CT variant was found to be strongly and significantly associated with CAD with an OR of 2.32 (95% CI: 1.56–3.45; p<0.0001). However, this association was less pronounced in the diabetic population with a CAD risk of 1.38 (95% CI: 0.56–3.43) without statistical significance (p=0.485). In the presence of 6 major TRF, multivariate analysis showed that LPA CT remained a strong and independent predictor of CAD risk (OR= 2.34; 95% CI: 1.52–3.62; p<0.0001). In diabetic population, LPA was no longer an independent predictor for CAD by multivariate analysis.
Conclusions
Our results show that the effect of LPA gene on CAD risk among diabetic patients might be different from that in the general population. Diabetes status is such a strong risk factor that may attenuate the genetic effects of LPA on CAD risk. This may indicate a complex role of Lp (a) and diabetes interaction in cardiometabolic diseases.
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Affiliation(s)
- S Borges
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences, Lisbon, Portugal
| | - A Pereira
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J Monteiro
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Neto
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A I Freitas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | | | - M I Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
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Santos MR, Pereira A, Mendonca F, Sousa J, Neto M, Monteiro J, Sousa AC, Freitas S, Henriques E, Ornelas I, Drumond A, Palma Dos Reis R, Mendonca M. P6196Lipoprotein (a) and cardiovascular risk: are women at increased risk? Eur Heart J 2019. [DOI: 10.1093/eurheartj/ehz746.0801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Introduction
Coronary artery disease (CAD) is the leading cause of death worldwide, placing a major economic and resource burden on health and public health systems, so efforts are being made to accurately predict risk for major adverse cardiac events (MACE). The field of risk prediction and CAD prevention continues to evolve with the identification of novel risk factors and biomarkers, such as lipoprotein a [Lp)a]. Almost 20% of the population has elevated circulating levels of Lp(a), which is recognized as an independent risk factor for CAD, stroke, peripheral arterial disease, and aortic stenosis. Importantly, studies showed that this was particularly true for women.
Objective
To evaluate if the elevation of Lp(a) is associated with MACE in female, male or both.
Materials and methods
Case control study of 3050 subjects from the GENEMACOR study population. In female population (n=676): cases were 341 patients with at least one >75% coronary stenosis (median age 55.7±7.2) and 335 normal controls (median age 55.8±6) adjusted by age with cases. In male population (n=2374): 1278 patients with at least one >75% coronary stenosis (median age 52.7±8) and 1096 controls (median age 51.9±8) also adjusted by age. χ2 and T student tests were used to analyze the demographic, laboratorial, angiographic and anthropometric characteristics of the population. Lipoprotein (a) was determined by immunoturbidimetry. High Lp(a) level was considered if superior to 30 mg/dl. Logistic regression was used to evaluate Lp(a) as a risk factor for CAD in total, female and male populations.
Results
In female population 44.0% patients vs 21.2% controls (p<0.000) had Lp(a)>30mg/dl. In male population 39.4% patients vs 23.8% controls (p<0.000) had Lp(a)>30mg/dl. In total population Lp(a)>30mg/dl was a predictor for CAD (OR 2.24, 95% CI: 1.91–2.62, p<0.0001). Analyzing by gender, Lp(a)>30mg/dl was also a predictor for CAD either in male (OR 2.08, 95% CI: 1.74–2.5, p<0.0001) or female population (OR 2.92, 95% CI: 2.08–4.09, p<0.0001).
Conclusions
As opposed to other studies, in our population elevated Lp(a) levels (>30mg/dl) were associated with elevated CAD risk, in both men and women. We conclude that Lp(a) can be considered an independent risk factor for CAD disease in our population, and further strategies for Lp(a) reduction may indeed translate in improved outcomes in CAD disease.
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Affiliation(s)
- M R Santos
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A Pereira
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Neto
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J Monteiro
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | | | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences, Lisbon, Portugal
| | - M Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
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Pereira A, Mendonca M, Monteiro J, Sousa J, Mendonca F, Neto M, Rodrigues R, Sousa AC, Freitas S, Rodrigues M, Freitas AI, Borges S, Ornelas I, Drumond A, Palma Dos Reis R. P2486The association between genetic variant ZNF259 and decreased kidney function in the diabetic patients. Eur Heart J 2019. [DOI: 10.1093/eurheartj/ehz748.0816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Type 2 Diabetes (T2D) is a risk factor for dysregulation of glomerular filtration rate (GFR) and albuminuria. However, it remains unclear whether this association is only causal. Genetic variants are inherited independent of potential confounding factors and represent a lifetime exposure.
Aim
Investigate whether the reduction of GFR is a direct consequence of T2D or there are other genetic mechanisms involved in the pathophysiology of the evolution to chronic kidney disease.
Methods
Cross-sectional study with a total of 2579 individuals was performed, of which 735 patients had T2D. Subjects were classified as `'diabetic” if they were taking oral anti-diabetic medication or insulin or if their fasting plasma glucose was higher than 7.0 mmol/l or 126 mg/dl. Within the diabetic group, we considered those with (n=63) and without (n=627) decreased GFR. GFR was calculated through the Cockcroft and Gault formula and decreased GFR was defined as GFR<60 ml/min/1.73m2. Twenty-four genetic variants associated with T2D, metabolic syndrome, dyslipidemia and hypertension were investigated for its impact on GFR, namely: MTHFR 677 and 1298; MTHFD1L; PON 55, 192 and 108; ATIR A/C; AGT M235T; ACE I/D; TCF7L2; SLC30A8; MC4R; ADIPOQ; FTO; TAS2R50; HNF4A; IGF2BP2; PPARG; PCSK9; KIF6; ZNF259; LPA; APOE; PSRS1. Risk factors for decreased GFR were also evaluated (essential hypertension, glycaemia >120 mg/ml, dyslipidemia, alcohol consumption, CAD diagnosis). A logistic regression was performed firstly with the risk factors solely; and secondly adding the genetic variants in order to evaluate the independent predictors of progression to renal failure in T2D.
Results
After the first multivariate logistic regression with all the risk factors for decreased GFR, only CAD remained in the equation, showing to be an independent risk factor for progression to renal failure, in T2D (OR=4.17; 95% CI: 1.64–10.59; p=0.003). In the second logistic regression, including risk factors and the genetic variants, only ZNF259 rs964184 showed an independent and significant association with the risk of decreased GFR (OR=3.03; 95% CI: 1.06–8.70; p=0.039).
Conclusion
This study shows that the variant ZNF259 rs964184 is associated with decreased kidney function, independently of other risk factors. This finding needs further investigation to clarify the genetic mechanism behind the association of rs964184 with decreased GFR, in Type 2 diabetes.
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Affiliation(s)
- A Pereira
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J Monteiro
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Neto
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - R Rodrigues
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A I Freitas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - S Borges
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | | | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences, Lisbon, Portugal
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Sousa J, Mendonca M, Pereira A, Mendonca F, Neto M, Monteiro J, Sousa AC, Rodrigues M, Henriques E, Guerra G, Borges S, Ornelas I, Drumond A, Palma Dos Reis R. P3423The contribution of genetics to premature CAD through different degrees of lifestyle factors: a matter of relative significance? Eur Heart J 2019. [DOI: 10.1093/eurheartj/ehz745.0297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Introduction
Coronary artery disease (CAD) is a multifactorial process with substantial genetic contribution. However, genetic predisposition among patients with a different number of lifestyle factors and premature CAD, remains a complex and thoroughly unexplored topic.
Objective
To evaluate, in a young population, the importance of conventional risk factors as well as of a genetic risk score in the appearance of CAD.
Methods
A case-control study was conducted with 1075 patients from the GENEMACOR study population, under 50 years-old (555 cases, 86.8% male, mean age 44.1±4.9 years and 520 controls, 86.2% male, mean age 44.3±4.8 years). Univariate analysis addressed the association of different modifiable risk factors with premature CAD. Genetic risk score (GRS) was computed comprising 33 genetic risk variants in a multiplicative method. GRS was evaluated according to the number of traditional risk factors and risk for premature CAD was estimated and its independent predictive value estimated by logistic regression.
Results
72.6% of patients had ≥3 risk factors vs 31.2% of controls (p<0.0001). In comparison with having no risk factors (rf), patients with 1 rf had an OR of 2.79 (1.19–6.53; p=0.015), patients with 2 risk factors had a OR of 6.87 (3.03–15–57, p<0.0001) and patients with 3 modifiable risk factors had a OR of 24.17 (10.87–53.73, p<0.0001) – graph 1. In this young population, mean GRS level was consistently higher among patients with coronary artery disease comparing with a healthy population (0.6±0.6 vs 0.4±0.4, p<0.0001, respectively) – graph 2. GRS in multivariate analysis, proved to be an independent predictor for premature CAD (OR 1.71, CI95% 1.25–2.34, p=0.001).
Conclusion
In our population, GRS was an independent predictor for premature CAD. In young patients with ≥3 risk factors, genetics play a less decisive role in the development of CAD. Even in young patients, modifiable risk factors should be addressed aggressively as they may represent a higher burden than genetic predisposition itself.
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Affiliation(s)
- J Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A Pereira
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Neto
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J Monteiro
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - G Guerra
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - S Borges
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | | | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences, Lisbon, Portugal
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Sousa J, Mendonca M, Pereira A, Mendonca F, Neto M, Monteiro J, Sousa AC, Freitas S, Henriques E, Freitas AI, Borges S, Ornelas I, Drumond A, Palma Dos Reis R. P4455The controversial role of genetics behind premature CAD: a plausible excuse for the young? Eur Heart J 2019. [DOI: 10.1093/eurheartj/ehz745.0854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Abstract
Introduction
The complex interaction between genes and environmental factors contribute to individual-level risk of coronary artery disease (CAD), often resulting in premature CAD. The role for genetic risk scores in premature CAD is still controversial.
Objective
To evaluate the importance of conventional risk factors and of a genetic risk score in younger and older patients with coronary artery disease
Methods
From a group of 1619 pts with angiographic documented CAD from the GENEMACOR study, we selected 1276 pts admitted for ACS and analysed them in 2 groups (group A: ≤50 years, n=491 pts, 87.2% male, mean age 44±4.9 and group B: >50 years, n=785 pts, 75.2% male, mean age 57±4.2). Univariate analysis was used to characterize the traits of each group and we used ROC curves and respective AUCs to evaluate the power of genetics in the prediction of CAD, through a Genetic Risk Score (GRS).
Results
99.3% of the young patients had at least one modifiable risk factor, 18.4% had 2 modifiable risk factors and 75.2% had 3 or more modifiable risk factors. The pattern of risk factors contributing to CAD were different among groups: family history (A: 27.5%, B: 21.4%, p=0.015) and smoking habits (A: 64.8%, B: 42.9%, p<0.001) were more frequent among patients under 50, and traditional age-linked factors like hypertension (A: 58%, B: 75.7%, p<0.001), diabetes (A: 21.6%, B: 38.6%, p<0.001) were more common in the older group. Acute ST-elevation myocardial infarction was more frequent among the young (A: 55.4%, B: 47.4%, p=0.006), as non-ST clinical presentation was higher among elder patients. Regarding angiographic presentation, single vessel CAD was higher in group A (A: 50.3%, B: 40.9%, p<0.001), while multivessel diasease was higher in group B (A: 33.3%, B: 53.9%, p<0.001). At a mean follow-up of 5 years, older patients had a worst prognosis, registering a higher rate of cardiovascular death (A: 4.1%, B: 8.6%, p=0.002) and higher MACE (A: 26.8%, B: 31%, p=0.128),. Adding the genetic risk score (GRS), we achieved only a slight improvement in the AUC for predicting CAD (0.796->0.805, p=0.0178 and 0.748->0.761, p=0.0007 in patients under and over 50, respectively).
Conclusion
Coronary artery disease is not all the same, as premature CAD shares a unique and specific pattern of risk factors, clinical presentation, angiographic severity and prognosis. Genetics should not be used as an excuse to justify premature CAD, as there is frequently more than one potentially reversible risk factor present even in young patients and the additive predictive value of GRS is modest.
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Affiliation(s)
- J Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A Pereira
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Neto
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J Monteiro
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A I Freitas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - S Borges
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | | | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences, Lisbon, Portugal
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Pereira A, Mendonca M, Sousa JA, Mendonca F, Neto M, Rodrigues R, Sousa AC, Freitas AI, Henriques E, Rodrigues M, Ornelas I, Drumond A, Palma Dos Reis R. P4459The influence of the polymorphism BUD13-ZNF259 rs964184 on coronary disease according to age. Eur Heart J 2019. [DOI: 10.1093/eurheartj/ehz745.0856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
A recent GWAS study found a significant association between the BUD13-ZNF259 rs964184 polymorphism, dyslipidemia and the onset of coronary disease (CAD). This variant encoding zinc finger protein (ZPR1) interacts with the receptor tyrosine kinase at cellular level, increasing oxidative stress, inflammatory response and atherogenesis. There are no studies of the effect of this variant on the Portuguese population.
Objective
Investigate the association of BUD13-ZNF259 rs964184 with dyslipidemia and its impact on CAD risk. Evaluate its impact in different age groups of our population.
Methods
A case-control study was performed with 3050 subjects (1619 coronary patients with 53.3±8 years; 78.9% male and 1431 controls with 52.8±8 years; 76.6% male) from the GENEMACOR study population. Traditional risk factors (smoking, dyslipidemia, diabetes, family history, hypertension, body mass index, alcohol consumption, physical inactivity) and others considered new, such as creatinine clearance, pulse wave velocity, homocysteine, fibrinogen, lipoprotein (a), APOB and PCR (hs) were investigated. BUD13-ZNF259 variant was genotyped and analyzed using the dominant model (CG + GG vs. CC). Bivariate and multivariate analyzes (logistic regression) were used to estimate the ORs and 95% CI, after adjusting for potential confounding factors, in 3 different age groups (<45; 45–55; >55).
Results
BUD13-ZNF259 polymorphism presented an independent and significant risk of CAD (OR=1.58; 95% CI: 1.07–2.32; p=0.019) only in the group of young coronary patients <45 years (n=482 patients), as well as dyslipidemia (OR=2.04; 95% CI: 1.26–3.31; p=0.003). After binary logistic regression entering with the interaction between dyslipidemia and the dominant model ZNF259 (CG + GG vs. CC), we verified an association with CAD risk (OR= 1.78; 95% CI: 1.08–2.95; p=0.025).
Conclusion
BUD13-ZNF259 rs964184 variant showed a significant risk for the onset of CAD in the young population (<45 years). The impact of the interaction of ZPR1 protein with tyrosine kinase (Syk) at the cellular level seems to be more relevant in young patients. This aspect may represent a possible prophylactic and therapeutic target, especially in coronary disease in young people.
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Affiliation(s)
- A Pereira
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J A Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - F Mendonca
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Neto
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - R Rodrigues
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A I Freitas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | | | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences, Lisbon, Portugal
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Pereira A, Palma Dos Reis R, Monteiro J, Sousa JA, Rodrigues R, Neto M, Sousa AC, Freitas S, Rodrigues M, Freitas AI, Freitas C, Ornelas I, Drumond A, Mendonca MI. P934Gene-gene interaction in ischemic cardiopathy by MDR: beyond logistic regression. Eur Heart J 2018. [DOI: 10.1093/eurheartj/ehy564.p934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- A Pereira
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences, Lisbon, Portugal
| | - J Monteiro
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J A Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - R Rodrigues
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Neto
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A I Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - C Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Drumond
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
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Ponte Monteiro J, Mendonca MI, Pereira A, Sousa AC, Rodrigues R, Henriques E, Freitas S, Freitas AI, Freitas C, Ornelas I, Drumond A, Reis RP. P6188Predicting type 2 diabetes mellitus: combining a genetic risk score with traditional risk factors. Eur Heart J 2018. [DOI: 10.1093/eurheartj/ehy566.p6188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
| | - M I Mendonca
- Hospital Dr. Nélio Mendonça, Unidade de Investigação, Funchal, Portugal
| | - A Pereira
- Hospital Dr. Nélio Mendonça, Cardiology, Funchal, Portugal
| | - A C Sousa
- Hospital Dr. Nélio Mendonça, Unidade de Investigação, Funchal, Portugal
| | - R Rodrigues
- Hospital Dr. Nélio Mendonça, Cardiology, Funchal, Portugal
| | - E Henriques
- Hospital Dr. Nélio Mendonça, Unidade de Investigação, Funchal, Portugal
| | - S Freitas
- Hospital Dr. Nélio Mendonça, Unidade de Investigação, Funchal, Portugal
| | - A I Freitas
- Hospital Dr. Nélio Mendonça, Unidade de Investigação, Funchal, Portugal
| | - C Freitas
- Hospital Dr. Nélio Mendonça, Unidade de Investigação, Funchal, Portugal
| | - I Ornelas
- Hospital Dr. Nélio Mendonça, Unidade de Investigação, Funchal, Portugal
| | - A Drumond
- Hospital Dr. Nélio Mendonça, Cardiology, Funchal, Portugal
| | - R P Reis
- University of Lisbon, Faculdade de Medicina Da Universidade de Lisboa, Lisbon, Portugal
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Pereira A, Palma Dos Reis R, Rodrigues R, Monteiro J, Sousa JA, Sousa AC, Henriques E, Rodrigues M, Guerra G, Borges S, Ornelas I, Drumond A, Mendonca MI. P1685Gene - Environment interactions in the cellular axis of ischemic cardiopathy using machine learning models. Eur Heart J 2018. [DOI: 10.1093/eurheartj/ehy565.p1685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- A Pereira
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences, Lisbon, Portugal
| | - R Rodrigues
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J Monteiro
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J A Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - M Rodrigues
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - G Guerra
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Borges
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Drumond
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
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Sousa JA, Mendonca MI, Pereira A, Rodrigues R, Monteiro J, Neto M, Sousa AC, Henriques E, Freitas S, Freitas AI, Borges S, Ornelas I, Drumond A, Palma Dos Reis R. P2513Synergistic association between TCF21 gene variant and smoking. Eur Heart J 2018. [DOI: 10.1093/eurheartj/ehy565.p2513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- J A Sousa
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M I Mendonca
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Pereira
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - R Rodrigues
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - J Monteiro
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - M Neto
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - A C Sousa
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - E Henriques
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A I Freitas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - S Borges
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - I Ornelas
- Funchal Hospital, Research Unit, Funchal, Portugal
| | - A Drumond
- Funchal Hospital, Research Unit, Cardiology Department, Funchal, Portugal
| | - R Palma Dos Reis
- New University of Lisbon, Faculty of Medical Sciences, Lisbon, Portugal
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Drumond A, Nieto R, Gimeno L. A Lagrangian approach for investigating anomalies in the moisture transport during drought episodes. ACTA ACUST UNITED AC 2016. [DOI: 10.18172/cig.2925] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The present work proposes a Lagrangian diagnostic scheme to investigate the anomalous moisture transport before, during, and after the occurrence of drought episodes. The Lagrangian approach proposed here uses the model FLEXPART integrated with the ERA-Interim data set and it has been successfully applied in previous studies concerning the climatological characterization of the sources and sinks of moisture in several regions around the world. The drought episodes will be identified and characterized through the SPEI index. The anomalies of the moisture sources for the area affected will be analyzed, as well as the impact of the droughts on the moisture transport from the area affected towards its climatological sinks (previous studies suggest that some heat wave episodes can be associated with anomalies in moisture transport). In other words, the methodology proposes to investigate the role of the area affected as a receptor/source of moisture during the drought episodes. As an example of applicability of the methodology, the severe drought episode over central U.S. in 2012 is analyzed. An analysis of the 2012 anomalies suggests that there was some reduction in the contribution from the local and continental climatological moisture sources for the central U.S. mainly from June to October. The period from July to October 2012 was also characterized by the reduction of the moisture transport from the drought area towards its climatological sinks located over northeastern North America. A better understanding not only of the transport of humidity, but also of the relationship between sources/sinks of moisture and of possible impacts generated by variations in the sources is crucial for a more accurate weather forecast, helping to minimize the consequences of the natural hazards.
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Affiliation(s)
- R C Rodrigues
- Cardiology Service, Hospital Dr. Nélio Mendonça, Funchal, Portugal.
| | - S Gomes
- Cardiology Service, Hospital Dr. Nélio Mendonça, Funchal, Portugal
| | - A Drumond
- Cardiology Service, Hospital Dr. Nélio Mendonça, Funchal, Portugal
| | - D Pereira
- Cardiology Service, Hospital Dr. Nélio Mendonça, Funchal, Portugal
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Barthelemy O, Silvain J, Brieger D, Bellemain-Appaix A, Cayla G, Beygui F, Lancar R, Collet JP, Mercadier A, Montalescot G, Cha KS, Nam YH, Kim JH, Park SY, Park TH, Kim MH, Kim YD, Lee HC, Ahn MS, Hong TJ, Blanco R, Blanco F, Szarfer J, Garcia Escudero A, Gigena G, Gagliardi J, Rodriguez A, Sarmiento R, Affatatto S, Riccitelli M, Petris A, Datcu MD, Pop C, Radoi M, Arsenescu-Georgescu C, Petrescu I, Petrescu L, Serban L, Nechita E, Tatu-Chitoiu G, Tatu-Chitoiu G, Dorobantu M, Benedek I, Craiu E, Sinescu C, Ionescu DD, Radoi M, Pop C, Ginghina C, Minescu B, Izzo A, Mantovani P, Tomasi L, Dall'oglio L, Bonatti S, Rosiello R, Romano M, Agostini F, Zanini R, Zhao ZY, Wu YJ, Li JJ, Yany YJ, Qian HY, Tang YD, Timoteo AT, Toste A, Lousinha A, Ramos R, Oliveira JA, Ferreira ML, Ferreira RC, Cabades C, Diez Gil JL, Aguar P, Sanmiguel D, Lopez-March A, Marmol R, Guerra L, Girbes V, Ferrando J, Rincon De Arellano A, Timoteo AT, Ramos R, Toste A, Oliveira JA, Patricio L, Ferreira ML, Ferreira RC, Blondal M, Ainla T, Marandi T, Eha J, Timoteo AT, Oliveira MM, Silva MN, Cunha PS, Feliciano J, Silva S, Ferreira RC, Silva B, Oliveira R, Caires G, Drumond A, Araujo J, Suarez-Barrientos A, Vivas D, Castro-Ferreira F, Nunez-Gil I, Franco E, Kanovsky J, Garcia-Rubira JC, Fernandez-Ortiz A, Fuster V, Macaya C, Ibanez Cabeza B, Salinger S, Perisic Z, Milic D, Stanojlovic T, Apostolovic S, Kala P, Obradovic S, Djordjevic-Radojkovic D, Damjanovic M, Koracevic G, Kostic T, Khan MA, Vrapi F, Naeem K, Davar J, Hristova K, Parenica J, Hristova K, Pencheva G, Radeva R, Milanov S, Trambaiolo P, Poli M, De Luca M, Lukic V, Mustilli M, Corsi F, Poloczek M, Simonetti M, Ferraiuolo G, Fareed A, Oraby M, Nasr GM, Maklady F, Dupouy P, Sorensen JT, Terkelsen CJ, Lassen JF, Prymusova K, Trautner S, Christensen EF, Nielsen TT, Botker HE, Andersen HR, Thygesen KA, Checco L, Usmiani T, Sbarra PL, Boffini M, Kubkova L, Saviolo R, Grasso C, Conrotto F, Marchetti M, Rinaldi M, Marra S, Moscoso Costa F, Ferreira J, Raposo L, Aguiar C, Spinar J, Trabulo M, Silva JA, Faria R, Mimoso J, Marques N, Trigo J, Marques V, Gomes V, Swiatkowski A, Kowalczyk J, Olinic D, Lenarczyk R, Chodor P, Honisz G, Was T, Swierad M, Sredniawa B, Polonski L, Kalarus Z, Postadzhiyan AS, Velinov H, Homorodean C, Velchev V, Hazarbasanov D, Apostolova M, Finkov B, Petrovic M, Panic G, Jovelic A, Canji T, Srdanovic I, Popov T, Ober M, Golubovic M, Pavlovic K, Cemerlic-Adjic N, Bro-Jeppesen J, Kjaergaard J, Wanscher MC, Nielsen SL, Rasmussen LS, Hassager C, Bro-Jeppesen J, Olinic M, Kjaergaard J, Wanscher MC, Rasmussen LS, Hassager C, Khan M, Crolla E, Morley H, Akeroyd L, Beaini Y, Morley C, Andrioaia C, Dores H, Leal S, Rosario I, Abecasis J, Monge J, Correia MJ, Arroja I, Fonseca C, Aleixo A, Silva A, Condac A, Bekeredjian RH, Krumsdorf U, Rottbauer W, Katus HA, Pleger S, Providencia RA, Silva J, Barra S, Gomes PL, Seca L, Masmoudi M, Botelho A, Quintal N, Mota P, Leitao-Marques AM, Silva B, Santos N, Cafe H, Faria P, Serrao M, Gomes S, Berdaoui B, Oliveira R, Caires G, Drumond A, Araujo J, Roussel JC, Senage T, Perigaud C, Habash O, Michel M, Treilhaud M, Labidi S, Despins P, Trochu JN, Baron O, Duveau D, Kitsiou AN, Giannakopoulos K, Papadimitriou G, Karas S, Babic Z, Nikolic Heitzler V, Tapia Ballesteros C, Milicic D, Bergovec M, Raguz M, Mirat J, Strozzi M, Plazonic Z, Giunio L, Steiner R, Freynhofer M, Brozovic I, Hernandez Luis C, Bruno V, Leherbauer L, Djurkovic M, Jarai R, Willheim M, Huebl W, Wojta J, Huber K, Vogel B, Hahne S, Sandin MG, Kozanli I, Kalla K, Jarai R, Freynhofer M, Smetana P, Geppert A, Unger G, Huber K, Simoes Marques Assuncao Caetano AF, Barra S, Vegas JM, Silva J, Providencia R, Faustino C, Botelho A, Mota P, Leitao Marques A, Ariza Sole A, Sanchez Salado JC, Lorente Tordera V, Martinez Garcia V, Andion R, Salazar Mendiguchia Y Garcia J, Gomez Hospital JA, Maristany Daunert J, Berdejo Gago FJ, Esplugas Oliveras E, Brzozowska-Czarnek A, Urbanik A, Kakouros N, Kakouros S, Lekakis J, Martinez N, Rizos J, Kokkinos D, Venevtseva J, Melnikov A, Valiahmetov M, Gomova T, Perelomova I, Ferrer Hita JJ, Bosa-Ojeda F, Sanchez-Grande-Flecha A, Gonzalez IA, Yanes-Bowden G, Vargas-Torres MJ, Rodriguez-Gonzalez A, Rubio-Iglesias-Garcia C, Dominguez-Rodriguez A, Enjuanes-Grau C, Marrero-Rodriguez F, Parepa I, Suceveanu AI, Suceveanu A, Alvarado M, Mazilu L, Alexandrescu L, Dumitru E, Miu V, Jitari V, Craiu E, Voinea FL, Balachandran KP, Schofield R, Sankaranarayanan R, Amat IJ, Helm K, Crowe C, Singh R, Mcdonald J, Chuen MJ, Kobusiak-Prokopowicz M, Preglowska M, Mysiak A, Doi T, Sakoda T, San Roman JA, Akagami T, Naka T, Tsujino T, Masuyama T, Ohyanagi M, Kume N, Mitsuoka H, Hayashida K, Tanaka M, Biasucci LM, Garcia Gonzalez MJ, Della Bona R, Biasillo G, Leo M, Zaninotto M, Plebani M, Crea F, Biasucci LM, Dellabona R, Leo M, Biasillo G, Arroyo Ucar E, Zaninotto M, Plebani M, Crea F, Cavusoglu Y, Gok B, Birdane A, Demirustu C, Gorenek B, Unalir A, Ata N, Hernandez Garcia C, Timuralp B, Nikulina N, Yakushin SS, Nikulina N, Yakushin SS, Furmenko GI, Akinina SA, Dores H, Ingrid R, Leal S, Dorta Martin M, Correia MJ, Bronze L, Monge J, Arroja I, Fonseca C, Aleixo A, Silva A, Djambazov S, Zhivkov A, Maznev I, Marrero Rodriguez F, Ingeliev M, Slavov R, Cvetkova N, Patarinski V, Groch L, Horak J, Dimitrov N, Hayrapetyan HG, Raposeiras Roubin S, Abu-Assi E, Dragu R, Cabanas-Grandio P, Agra-Bermejo R, Garcia-Acuna JM, Pena-Gil C, Gonzalez-Juanatey JR, Barra SNC, Silva J, Providencia R, Seca L, Gomes P, Kapeliovich M, Leitao Marques A, Daly MJ, Mc Keag NA, Mc Cann CJ, Cardwell C, Young IS, Adgey AAJ, Mikhalchikova N, Burova N, Zaccaria M, Hammerman H, Palmisano P, Palumbo V, Ciccone MM, Favale S, Chen KC, Yin WH, Liu JH, Goncalves S, Santos JF, Amador P, Silva D, Soares LN, Zahidova K, Guliyev F, Zahidov N, Carrilho-Ferreira P, Cortez-Dias N, Marques JS, Silva D, Jorge C, Robalo Martins S, Cortez-Dias N, Almeida Ribeiro M, Calisto C, Carvalho De Sousa J, Lopes MG, Cortez-Dias N, Calisto C, Silva D, Jorge C, Carrilho-Ferreira P, Silva Marques J, Jorge C, Robalo Martins S, Correia MJ, Carvalho De Sousa J, Lopes MG, Uthoff H, Thalhammer C, Potocki M, Reichlin T, Noveanu M, Aschwanden M, Silva Marques J, Staub D, Arenja N, Socrates T, Mueller C, Zhao Y, Wu X, Xue Q, Gao L, Lin H, Wang S, Carilho Ferreira P, Watanabe K, Kawamura A, Seko T, Omura A, Sakabe S, Kasai A, Starodubova AV, Storozhakov G, Kisliak O, Hautieva F, Robalo Martins S, Tursheva M, Fedotova N, Di Maio RC, Mclaughlin J, Allen JD, Anderson JMC, Adgey AAJ, Khaled Nagi H, Abed N, Tayeh O, Almeida Ribeiro M, Farok W, Mousa A, Neuzil P, Skoda J, Petru J, Sediva L, Kralovec S, Holy F, Holdova K, Jehlicka P, Calisto C, Plasil P, Reddy VY, Alabakovska S, Labudovic D, Jovanova S, Tosheska K, Alabakovski M, Jeevaratnam K, Tee SP, Zhang Y, Fiuza M, Guzadhur L, Gurung IS, Duehmke R, Grace AA, Lei M, Huang CL, Ishibashi Y, Yamauchi M, Akashi Y, Musha H, Lopes MG, Miyake F, Hnatek T, Kamenik L, Sedlon P, Luxova J, Steuerova B, Skvaril J, Cernohous M, Zavoral M, Ratkovic N, Milicevic P, Nemanja Djenic NR, Aleksandra Jovelic AJ, Slobodan Obradovic SO, Branko Gligic BG, Kletsiou E, Giannakopoulou M, Bozas E, Iliodromitis EK, Anastasiou-Nana M, Papathanassoglou EDE, Panic M, Anton M, Anton G, Muraru M, Stanojlovic T, Salinger Martinovic S, Radosavljevic M, Glasnovic J, Stanojevic D, Zivkovic M, Cortez-Dias N, Stankovic I, Jorge C, Calisto C, Silva D, Carrilho-Ferreira P, Silva Marques J, Robalo Martins S, Pessoa T, Fiuza M, Lopes MG, Aspromonte N, Milicevic D, Ronco C, Tubaro M, Santini M, Colivicchi F, Aiello A, Cruz D, Anzoletti Boscolo A, Vianello G, Valle R, Cavusoglu Y, Kalezic T, Parspour A, Birdane A, Tek M, Gorenek B, Unalir A, Ata N, Lee WP, Ong BB, Watkins S, Datta D, Kafedzic S, Halcox JPJ, Providencia RA, Barra S, Gomes PL, Seca L, Silva J, Botelho A, Quintal N, Pais JR, Mota P, Ilic I, Leitao-Marques AM, Nikishin AG, Pirnazarov MM, Nurbaev TA, Motovska Z, Fischerova M, Osmancik P, Maly M, Widimsky P, Pavli E, Cerovic M, Dibra A, Mehilli J, Dibra L, Schoemig A, Kastrati A, Carmo P, Ferreira J, Aguiar C, Almeida M, Raposo L, Putnikovic B, Teles R, Goncalves P, Brito J, Silva A, D'ascenzo F, Gonella A, Longo G, Pullara A, Moretti C, Sciuto F, Neskovic A, Omede' P, Biondi Zoccai G, Trevi GP, Sheiban I, Santos N, Serrao M, Cafe H, Silva B, Oliveira R, Caires G, Rott D, Drumond A, Araujo J, Cafe HM, Silva B, Santos N, Faria P, Oliveira R, Pereira A, Caires G, Pereira D, Leibowitz D, Freitas D, Araujo J, Pittl U, Schratter A, Klemm T, Lehmann D, Demmin K, Mende M, Schuler G, Thiele H, Monhart Z, Salazar Mendiguchia Y Garcia J, Ariza Sole A, Martinez Garcia V, Sanchez Salado JC, Lorente Tordera V, Ortiz Berbel D, Rabasa Baraibar JM, Esplugas Oliveras E, Monge J, Leal S, Reissigova J, Dores H, Bronze Carvalho L, Rosario I, Abecasis J, Correia MJ, Leitao A, Aleixo A, Silva A, Leone AM, De Caterina A, Grunfeldova H, Aurelio A, Sciahbasi A, Lioy E, Trani C, Burzotta F, Porto I, Rebuzzi AG, Crea F, Trusinskis K, Juhnevica D, Jansky P, Strenge K, Sondore D, Kumsars I, Jegere S, Narbute I, Grave A, Zakke I, Erglis A, Mihaylov G, Marenzi G, Timoteo AT, Assanelli E, Ferrari C, Marana I, Lauri G, De Metrio M, Grazi M, Campodonico J, Moltrasio M, Bartorelli AL, Martins H, Valente B, Saraiva F, Baptista R, Jorge E, Mendes PL, Monteiro P, Costa S, Franco F, Providencia LA, Saeed M, Gaber R, Oliveira JA, Mornos C, Cozma D, Pescariu S, Dragulescu SI, Kamal HS, Abdelfattah A, Abdelbary AM, Elassar H, Naggar A, Khaled M, Ferreira ML, Fareed AM, Pernes JM, Gaux JC, Oraby M, Nasr GM, Maklady F, Dupouy P, Prull MW, Sasko B, Wirdemann H, Ferreira RC, Bittlinsky A, Butz T, Trappe HJ, Perazzolo Marra M, Cacciavillani L, Marzari A, De Lazzari M, Turri R, China P, Corbetti F, Villanueva Benito I, Iliceto S, Stazhadze LL, Spiridonova EA, Bulanova NA, Ermolaev AA, Savic L, Mrdovic I, Krljanac G, Perunicic J, Asanin M, Solla I, Lasica R, Matic M, Vasiljevic Z, Ostojic M, Pudil R, Tichy M, Blaha V, Andrys C, Vojacek J, Conti A, Paredes E, Poggioni C, Viviani G, Bulletti F, Boni V, Luzzi M, Vicidomini S, Donati M, Del Taglia B, Pini R, Sousa O, Diaz Castro O, Fontes-Carvalho R, Caeiro D, Dias Ferreira N, Silva G, Pereira E, Ribeiro J, Albuquerque A, Gama Ribeiro V, Murai M, Takeda Y, Calvo F, Shinmyo T, Tanigawa J, Hazui H, Nakakohji T, Ohishi Y, Hoshiga M, Ishihara T, Hanafusa T, Belohlavek J, Rohn V, Baz JA, Kunstyr J, Lips M, Semrad M, Horak J, Mlejnsky F, Tosovsky J, Linhart A, Lindner J, Sablik Z, Samborska-Sablik A, Iniguez A, Drozdz J, Gaszynski W, Ferrer Hita JJ, Rodriguez-Gonzalez A, Izquierdo-Gomez MM, Enjuanes-Grau C, Rubio-Iglesias-Garcia C, Sanchez-Grande-Flecha A, Juarez-Prera R, Blanco-Palacios G, Aleksova A, Bosa-Ojeda F, Marrero-Rodriguez F, Lakhdar R, Drissa M, Drissa M, Jedaida B, Drissa H, Sousa O, Dias Ferreira N, Sampaio F, Gerloni R, Caeiro D, Fontes-Carvalho R, Silva G, Pereira E, 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Abstracts. Eur Heart J Suppl 2010. [DOI: 10.1093/eurheartj/suq023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Mendonça I, Freitas IA, Sousa CA, Gomes S, Faria P, Drumond A, Silva G, Araújo JJ, Freitas S, Ornelas I, Andrade G, Coelho AP, Silva PM, Cardoso A, Brehm AA, dos Reis RP. [Angiotensin converting enzyme gene polymorphisms and coronary risk in a Portuguese population]. Rev Port Cardiol 2004; 23:1593-601. [PMID: 15732660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/01/2023] Open
Abstract
BACKGROUND A family history of coronary heart disease (CHD) is a strong risk marker for the disease, independently of classical risk factors. It could be decoded by recognizing the polymorphisms associated with increased risk. Renin-angiotensin system genes are candidate genes in CHD and the deletion allele of the angiotensin converting enzyme (ACE) has been reported as deleterious. However, there is disagreement as to the role of the insertion/deletion polymorphism of the ACE gene in coronary risk. AIM To evaluate whether ACE gene polymorphisms constitute a CHD risk factor. METHODS We conducted a population-based case-control study of 301 subjects with a history of myocardial infarction or angiographic evidence of coronary heart disease and 510 age- and gender-matched controls, without CHD, living in a region with high CHD mortality rates. Blood samples were taken, DNA extracted and genotypes determined by the polymerase chain reaction (PCR). Amplification products were identified by agarose gel electrophoresis. STATISTICAL ANALYSIS The Data were evaluated by SPSS for Windows, using the Student's t test, the chi-square test, odds ratios and 95% confidence intervals. RESULTS The prevalence of the DD, ID and II genotype was 41.2%, 46.3%, 12.5% in the cases and 28.1%, 55.2% and 16.7% in the control group. The frequency of the DD genotype was significantly higher in the cases than in the controls (41.2% vs. 28.1%, odds ratio 1.79, 95% CI 1.31 to 2.4, p < 0.0001). By contrast, the ID and II genotypes' prevalence was higher in the control group (55.2% vs. 46.3%, p = 0.002 and 16.7 vs. 12.5%, p = NS, respectively) compared to the case group. CONCLUSIONS This study clearly shows that the ACE DD polymorphism is strongly linked to CHD, and if our data are confirmed in a larger population sample, more aggressive vascular prevention could be justified in patients carrying the DD genotype.
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Affiliation(s)
- Isabel Mendonça
- Departamento de Cardiologia Médico-Cirúrgica do Hospital Central do Funchal, Madeira, Portugal.
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Mendonça I, Freitas IA, Sousa CA, Gomes S, Faria P, Drumond A, Silva G, Araújo JJ, Freitas S, Ornelas I, Andrade G, Coelho AP, Silva PM, Cardoso A, Brehm AA, dos Reis RP. Polymorphism of the ACE gene is associated with extent and severity of coronary disease. Rev Port Cardiol 2004; 23:1605-11. [PMID: 15732661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/01/2023] Open
Abstract
BACKGROUND The progression and extent of coronary heart disease (CHD) are extremely variable and in many instances independent of conventional risk factors. The differences may be partly explained by less favorable genetic polymorphisms that are associated with them. The polymorphisms of the angiotensin I converting enzyme (ACE) gene have been thoroughly evaluated, but the connection between them and the extent of CHD is unknown. AIMS Our study is aimed at determining whether any or all of the polymorphisms of the ACE gene are markers of the extent and severity of CHD. METHODS This was a descriptive study of 296 patients with a history of myocardial infarction or with coronary disease confirmed by coronary angiography. The severity of CHD was quantified according to Leaman's score (based on the number of arteries with more than 75% reduction in diameter and the number of affected coronary segments). The ACE genotypes were determined by specific polymerase chain reaction amplification and the segments were subjected to polyacrylamide gel electrophoresis. The mean coronary score and standard deviation of the three polymorphisms were calculated and the values statistically compared using the Student's t test for independent samples. RESULTS 296 patients with a mean age of 55.103 years, 234 male, were evaluated. CONCLUSION The study clearly shows that the DD genotype is linked to the extent of CHD, with a high level of significance. If this is confirmed, careful secondary prevention is indicated in patients with this genotype.
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Affiliation(s)
- Isabel Mendonça
- Departamento de Cardiologia Médico-Cirúirgica do Hospital Central do Funchal, Madeira, Portugal.
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Caires G, Drumond A, Silva G, Araújo JJ, Cardoso A, Teixeira A, Araújo JA, Mendonça I, Diniz M. Left ventricular diastolic dysfunction in patients under periodic hemodialytic treatment. Rev Port Cardiol 1999; 18 Suppl 5:V85-8. [PMID: 10582465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/14/2023] Open
Affiliation(s)
- G Caires
- Departamento de Cardiologia Médico-Cirúrgica Centro Hospitalar do Funchal
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Caires G, Drumond A, Silva G, Araújo JJ, Cardoso A, Teixeira A, Araújo JA, Mendonça I, Diniz M. [Diastolic dysfunction in patients with chronic kidney failure on a hemodialysis program]. Rev Port Cardiol 1998; 17:597-607. [PMID: 9741216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
OBJECTIVE The aim of this study was to analyse different ultrasound parameters for the assessment of isolated left ventricular diastolic dysfunction (LVDD) in patients with chronic renal failure (CRF) on periodic hemodialysis (HD), comparing pulsed wave Doppler with pulsed tissue Doppler. MATERIALS AND METHODS Forty-seven patients with CRF on HD (61% were male; mean age was 51.0 +/- 16.5 years, mean HD time--3.7 +/- 3.8 years, 38% had hypertension, 17% had diabetes) were studied by echocardiography (bidimensional, M-Mode, flow pulsed Doppler and tissue Doppler imaging). All patients had symptoms of left heart failure-class II NYHA, were in sinus rhythm and had no symptoms of ischemic heart disease. The presence of abnormal LV regional contractility was the exclusion criteria. According to their mitral inflow profile Doppler characteristics, patients were included in two groups: Group A (E/A > 1; n = 21) and B (E/A < 1; n = 26). We compared: LV dimensions and function, left atrial (LA) dimension. Gaasch index, LV mass index. E and A wave velocities (in flow pulsatile Doppler and tissue Doppler). E/N ratio in tissue Doppler, isovolumetric relaxation time (IVRT) and deceleration time (DT). RESULTS There were no significant differences in the prevalence of age > or = 65 years male sex, hypertension or diabetes between group A and B patients, and almost all patients were on hemodialytic treatment for more than one year (81% vs 85%: NS). LV hypertrophy was present in almost all group A and B patients (A--95% vs B--85.5%; NS). Group A, compared with group B, had a difference in the Gaasch index (2.45 +/- 0.3 vs 2.08 +/- 0.4; p < 0.05), E wave velocity in flow pulsatile Doppler and tissue Doppler (cm/sec) (110 +/- 27 vs 62 +/- 20; p < 0.001 and 41 +/- 15 vs 28.5 +/- 16; p < 0.05), E/A ratio in tissue Doppler (1.3 +/- 0.4 vs 0.8 +/- 0.3; p < 0.001). IVRT (msec) (80.7 +/- 15.2 vs 113.5 +/- 28.3; p < 0.001) and DT (msec) (189.7 +/- 24 vs 278.2 +/- 17.9; p < 0.001). According to the E'/A' ratio in tissue Doppler, group A patients were divided in another two groups: E'/A' > 1 (13/21--62%) and < 1 (8/21--38%) and a significantly longer IVRT (75.8 +/- 9.3 vs 100.9 +/- 3.2; p < 0.001) and DT (178 +/- 15 vs 240 +/- 20; p < 0.001) and a greater LA dimension (37.6 +/- 6.9 vs 44.6 +/- 6.9; p < 0.05) were found. CONCLUSIONS Pulsed wave Doppler is the most useful non invasive method for assessment of global diastolic dysfunction. In our study, 17% of the patients had E/A < 1 only in the tissue Doppler study. These patients probably had a pseudonormal mitral pattern.
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Affiliation(s)
- G Caires
- Departamento de Cardiologia Médico-Cirúrgica Centro Hospitalar do Funchal
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