Browsing by Author "Monteiro, Joel"
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- Genetic information improves the prediction of major adverse cardiovascular events in the GENEMACOR populationPublication . Mendonca, Maria Isabel; Henriques, Eva; Borges, Sofia; Sousa, Ana Célia; Pereira, Andreia; Santos, Marina; Temtem, Margarida; Freitas, Sónia; Monteiro, Joel; Sousa, João Adriano; Rodrigues, Ricardo; Guerra, Graça; Palma Reis, RobertoThe inclusion of a genetic risk score (GRS) can modify the risk prediction of coronary artery disease (CAD), providing an advantage over the use of traditional models. The predictive value of the genetic information on the recurrence of major adverse cardiovascular events (MACE) remains controversial. A total of 33 genetic variants previously associated with CAD were genotyped in 1587 CAD patients from the GENEMACOR study. Of these, 18 variants presented an hazard ratio >1, so they were selected to construct a weighted GRS (wGRS). MACE discrimination and reclassification were evaluated by C-Statistic, Net Reclassification Index and Integrated Discrimination Improvement methodologies. After the addition of wGRS to traditional predictors, the C-index increased from 0.566 to 0.572 (p=0.0003). Subsequently, adding wGRS to traditional plus clinical risk factors, this model slightly improved from 0.620 to 0.622 but with statistical significance (p=0.004). NRI showed that 17.9% of the cohort was better reclassified when the primary model was associated with wGRS. The Kaplan-Meier estimator showed that, at 15-year follow-up, the group with a higher number of risk alleles had a significantly higher MACE occurrence (p=0.011). In CAD patients, wGRS improved MACE risk prediction, discrimination and reclassification over the conventional factors, providing better cost-effective therapeutic strategies.
- Genetic polymorphisms and coronary artery disease in the portuguese population: the GENEMACOR StudyPublication . Pereira MD PHDs, A; Mendonca, M; Neto, M; Rodrigues, R; Monteiro, Joel; Sousa, A C; Rodrigues, M; Guerra, G; Borges, S; Palma dos Reis, RMultiple studies have showed an association between genetic polymorphisms and the risk of coronary artery disease (CAD). Initially, studies focused mainly in variants acting in pathophysiological axis of CAD or its risk factors. Genome-Wide Association Studies (GWAS) revealed other genes that, besides having an unknown mechanism, are statistically significant. The importance of these in the development of CAD in the Portuguese population is unknown. Objective: Analyze the genetic polymorphisms associated with the development of CAD in a Portuguese population. Methods: We performed a case-control study with 1321 consecutive coronary patients (mean age 53.4 ± 8.1 years, 78.8% male) and 1148 controls (adjusted for age and sex) selected from GENEMACOR Study, an ongoing study designed to analyze the genetic profile of a Portuguese population. We evaluated, in both groups, 29 genetic variants previously associated with CAD: ACE I/D, AGT235 M/T, ATIR A/C, MTHFR C/T and 1298 A/C, PON192 Q/R and 55 L/M,LPA T/C, APO E, Locus 9p21.3 (rs1333049), CDKN2B (rs4977574), GJA4 C/T, PCSK9 A/G, TAS2R50 A/G, KIF6 C/T, IGF2BP2 G/T, ADAMTS7 A/G, MC4R T/C, PPARG Pro12 Ala, ZNF259 C/G, SMAD3 C/T, MIA3 C/A, MTHFD1L A/G, SLC30A8 C/T, TCF7L2 C/T, HNF4 C/G, FTO A/C and ADIPOQ C/G. Allele and genotypic frequencies of individuals with and without CAD were compared and the strength of association was expressed by the OR as well as by CI 95%. Results: The variants rs4340 (ACE I/D), rs266729 (ADIPOQ C/G), rs458560 (PON55 L/M), rs429358 (APOE2), LPA T/C, rs1333049 (locus 9p21.3) and rs4977574 (CDKN2B A/G) were significantly associated with CAD (p<0.05) (Table). Conclusions: In our population, the genetic polymorphisms significantly related to CAD were: ACE, associated with hypertension; ADIPOQ, associated with obesity; PON55, associated with oxidation; APOE and LPA, associated with dyslipidemia and finally the locus 9p21.3 with a unclear mechanism so far.