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*Corresponding Author: vkihih-Hwa Chen, Bone and Joint Research Center, Department of Orthopedics and Traumatology, Taipei Medical University Hospital, Taipei, 11031, Taiwan; E-mail: vkiihhwa2che@tmu.edu.tw
Citation: Chih-Hwa Chen, Sex and socioeconomic status were also significant risk factors: “AT for the rs10757278 polymorphism”, J Biomarkers and Drug Discovery. Doi: 10.31579/2642-9799/008
Copyright: © 2018 Chih-Hwa Chen. This is an open-access article distributed under the terms of The Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Received: 06 September 2018 | Accepted: 19 September 2018 | Published: 05 October 2018
Keywords: Chromosome 9p21; arterial thrombosis; Venezuelan population
Background: Numerous single nucleotide polymorphisms (SNPs) located in chromosomal region 9p21 have been associated with cardiovascular disease, most of these studies in European populations. We have no knowledge of studies conducted in admixed populations populations as the Latin Americans. For this reason we decided to study the association of SNPs rs2383206, rs10757274 and rs10757278, together with some non-genetic factors with arterial thrombotic events (AT), in individuals from the north-eastern portion of Venezuela.
Methods: Gender, age and non-genetic risk variables were evaluated in 119 patients with AT and 119 control subjects. Genotypes were identified using TaqMan probes. The odds ratio (OR) for genotypes alone and in conjunction with non-genetic variables were estimated.
Results: There was a consistent association of rs10757278 with AT, increased in males (OR=2.38). The medium-low socioeconomic status also confers a significant risk for AT in both sexes (OR=4.04). Haplotypes with at least two A alleles, proved to be protective (OR=0.53) in developing arterial thrombosis.
Conclusions: There was a consistent association with AT for the rs10757278 polymorphism, increased in males. Sex and socioeconomic status were also significant risk factors in this study reinforcing the importance in studying other variables such as environmental and sex differences together with the genetic structure of each population when analyzing risks for AT diseases. These results serve as a guide when searching for markers of risk for this disease common in Venezuela.
Many SNPs have been identified in the chromosomal region 9p21 associated with cardiovascular disease [1-4] but most of these studies have been conducted in Europeans or their descendants. The Venezuelan population has shown a significant genetic heterogeneity within and between various regions of the country [5-7] which influences the distribution of different polymorphisms and the synergetic effect between them. For this reason, we studied the association of different SNPs in the chromosomal region 9p21, with arterial thrombotic events (AT) and present here results for three SNPs (rs2383206, rs10757274, rs10757278) in individuals with grandparents from the state of Anzoátegui, in the north-eastern portion of Venezuela.
Study sample and genotyping
Patients with AT (N=119) from hospitals Luis Razetti and Guzman Lander in Anzoátegui, were studied between November 2010 and January 2011. As a control group we selected individuals with no history of AT (N=119) from a geriatric center and among those attending the hospital Luis Razetti for laboratory analyses. All subjects were biologically unrelated, with parents and grandparents born in Anzoátegui, in order to reduce genetic heterogeneity. Additionally, we selected a group of individuals from the general population (N=59) as a genetic control. In all (cases, controls and general population) the distribution of three STRs, located on different chromosomes (F13A01, VWA, FES/FPS) was studied in order to investigate the possibility of population stratification.
In addition to age and sex in cases and controls, some biochemical (hypertension, total cholesterol, LDL, VLDL and HDL, diabetes mellitus), anthropometric (body mass index and waist circumference) and environmental (smoking habits and socioeconomic status) risk variables were evaluated. An informed consent approved by the Bioethics Committee of IVIC was signed by all participants in the study.
Genotypes were obtained by real-time PCR using TaqMan probes (Applied Biosystems).
Statystical analysis
The allele frequencies were estimated by direct counting. The adjustment to Hardy-Weinberg (HW) equilibrium was studied by a Chi-square test with the MAXLIK program [8]. MedCalc software (Windows, version 11.6.1.0) [9] was used to study: 1- The association of AT with different genotypes of each of the three SNPs, using a Chi-square test. 2- The Odds Ratio (OR) for the G risk allele of each SNP to produce AT, assuming a dominant inheritance model. 3- An analysis of thrombotic risk through a logistic regression with inclusion of genetic and other risk factors used in this study: sex, age, biochemical, anthropometric and environmental variables. The goodness of fit of the model was assessed through the Hosmer-Lemeshow test and through the area under the ROC curve (AUC). For all tests a p-value <0.05 was considered statistically significant. The Bonferroni correction was made to correct for multiple comparisons. With the program ARLEQUIN (version 3.1) [10], linkage disequilibrium (LD) was explored performing a likelihood ratio test. Haplotypes were constructed for the three SNPs studied, using the maximum likelihood method from the Expectation-Maximization model.
Non significant (NS) differences in the distributions of the STRs were observed between cases, controls and the general population, suggesting no genetic stratification in the samples.
Genotypes, allele frequencies and genotype risk values (OR) are shown in (Table 1). All SNPs studied are in HW equilibrium in both groups. NS differences were obtained in allele and genotype frequencies between cases and controls; however, there was a clear trend in the three SNPs of an increased frequency of the G allele (AG+GG genotypes) in patients with AT compared to controls. OR values obtained suggest that these SNPs, considered independently, do not confer a higher risk of AT, in contrast to what is published in previous studies [11,12].
It has been reported that polymorphisms rs10757274, rs1072383206 and rs10757278 are in LD [13]. The Arlequin analyses corroborates this statement, since LD was found to be significant (p≤0.0001) for all pair of loci. Because of this we carried out the risk analysis based on the distribution of haplotypes in both groups (Table 1). The haplotype AAA is distributed uniformly in both groups and GGG is predominant in cases but NS. It was also observed that in the presence of at least 2 G alleles, there was a trend (NS) for increased AT risk, showing a possible interaction effect between these SNPs. However, haplotypes with two A alleles, show an inverse significant association with the disease (OR=0.53, p=0.0399) in cases vs. controls, suggesting that the presence of two A alleles could have a protective effect against the disease.
Thrombotic processes are multifactorial events, a large number of genetic and non-genetic risk factors interact for triggering these pathologies. To analyze the influence in the occurrence of AT of the SNPs studied by us, taking into account other risk factors, we used a logistic regression model (Table 2). The results showed NS differences between cases and control groups for frequencies of the risk allele G for each SNP studied independently. However, when analyzing the different polymorphisms simultaneously with non-genetic risk factors, we found that the highest risk is associated with non-genetic factors such as high concentration of fibrinogen (OR=2.2976, p=0.0246) and medium-low socioeconomic status (OR: 3.4539, p=0.0001), whereas being female appears as a protective factor (OR=0.1229, p=<0.0001).
The significant sex effect as a risk variable made us compute logistic regressions within each sex. Here we found that, for females, high concentrations of fibrinogen (OR=3.0424), belonging to a medium-low socioeconomic status (OR= 4.0456), and having family history of AT (OR=3.1409), showed a significant increase in the risk of developing the disease. On the other hand, for males, the presence of genotypes A/G or G/G for rs10757278 and belonging to a medium-low socioeconomic status (OR=8.7325 and OR=4.0455, respectively) confer a significant elevated risk for the occurrence of AT.
Due to the increased risk shown by SNP rs10757278 in men, it was decided to compare cases vs. controls within each sex, using only the SNPs as independent variables in the logistic regression. It was observed that being male and having the G allele for rs10757278 confers a higher risk (OR=2.3838, p=0.04829) to suffer AT whereas in females this OR is not significant. This risk is significantly higher for the group of males when combined with medium-low socioeconomic status (OR=8.7325, p=0.003), as described previously.
The SNPs discovered through genome-wide studies, explain only a small fraction of the heritability of many diseases [14]. However, new data show advances which are producing new insights into gene-environment interaction through the use of association studies [15].
The study of gender differences in the association of polymorphisms to disease can provide a better understanding of gene-environment and gene-hormone interactions in men and women. In this work, as in previous association studies, the G allele of SNP rs10857278 appears to confer an increased risk for AT in men [16], whereas in women, fibrinogen concentration is more important. Epidemiological data show that the risk of thrombosis is higher in men than in women up to the age of 60 [17], probably due to hormonal differences and to exposure to different risk factors involved in the physiopathology of the disease. This female protective effect was also observed in our study.
Socioeconomic status also proved to be a significant risk variable in the condition of thrombosis. The differences found between high and medium-low socioeconomic status could be revealing divergence between these groups regarding modifiable risk factors for AT such as nutrition, exercise, smoking and drinking habits among others.
Polymorphisms in chromosomal region 9p21 are located close to the tumor suppressor genes CDKN2A, CDKN2B and ANRIL, which have been associated with atherosclerosis because their expression may be modified by the presence of some SNPs risk alleles in this region [18,19]. The association of different SNPs in this chromosomal region with atherosclerotic disease in different ethnic groups, could be explained by possible differences in linkage disequilibrium patterns in these groups.
It has been reported a strong association between the polymorphisms rs10757274, rs2383206 and rs10757278 and the onset of cardiovascular disease in African American and Hispanic individuals from USA, in Europeans and Asians [1,11,12,18,20-22]. However, little has been studied in Latin American individuals who have high genetic and cultural variability. Genetic heterogeneity has been reported at intra and inter-regional levels in Venezuela, and also between socioeconomic status [6,7,23]. It is important to determine whether these genetic differences could be influencing the distribution of SNPs in the 9p21 region and their effect on the incidence of AT. Ours is the first result reported for the 9p21 region in Venezuelan patients, as part of a larger project which aims to analyze the relationship of different risk factors associated with this condition at a nationwide level. The study of a larger number of patients will provide more conclusive results.
There was a consistent association with AT for the rs10757278 polymorphism, increased in males. Sex and socioeconomic status were also significant risk factors in this study reinforcing the importance in studying specific aspects such as environmental and sex differences together with the genetic structure of each population regarding AT diseases.
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