Literature DB >> 33417661

The Impact of Kinase Insert Domain (KDR) Gene Polymorphism rs2305948 on Clopidogrel Resistance in Iraqi Patients Undergoing Elective Percutaneous Coronary Intervention (PCI).

Ali A Ahmed1,2, Khalid I Amber2, Najah R Hadi1.   

Abstract

INTRODUCTION: Clopidogrel, the first-choice antiplatelet agent for patient undergoing Percutaneous Coronary Intervention (PCI) along with Aspirin. Clopidogrel resistance is one of the major obstacles that cause MACE and failure of PCI. Kinase Insert Domain (KDR) gene responsible for VEGFR2 coding, the major receptor that translates VEGF ligand. The rs2305948 SNP in VEGFR2 gene has been documented to be involved atherogenesis and in CAD pathogenesis. AIM: To study the impact of KDR gene polymorphism rs2305948 on clopidogrel resistance in patients undergoing elective PCI.
METHODS: A case control study with 324 patients documented for elective PCI whom divided according to platelet aggregation level measured into (CR) with 111patients and (NCR) that consists of 213 patients. Serum lipids and VEGFR2 levels, BMI and platelet count were measured. Genotype for rs2305948 was done by PCR-RFLP.
RESULTS: Allele frequency and genotype results indicate a significant association with the pathogenesis of CR in all models in CR group compared to NCR group, a significant correlation for T allele with LDL, cholesterol and serum VEGFR2 in dominant and co-dominant models. RFLP-PCR results were documented by gene sequencing and results were compatible with HWE.
CONCLUSION: rs2305948 SNP is associated with occurrences of CR and have an influence in the development of other metabolic changes.
© 2020 Ali A. Ahmed, Khalid I. Amber, Najah R. Hadi.

Entities:  

Keywords:  Clopidogrel resistance; VEGFR2

Year:  2020        PMID: 33417661      PMCID: PMC7780779          DOI: 10.5455/aim.2020.28.202-208

Source DB:  PubMed          Journal:  Acta Inform Med        ISSN: 0353-8109


INTRODUCTION

Coronary Heart Disease CHD is a global leading cause of death result in 18 million deaths per year in 2016 with a cost of nearly $220 billion. Also, it is expected to increase to nearly 24 million deaths/year with an increase in cost by 100% (1). CHD occurs due to genetic and environmental risk factors such as DM, obesity, HT, smoking, alcohol consumption, sedentary life style. These factors lead to many defects on the cellular and molecular levels in vesicular inner wall that will end with formation of atherosclerotic lesion (2). The instability or rupture of atherosclerotic plaque is a superior triggering agent for the development of acute coronary syndrome (3). If the plaque becomes unstable and ruptures thrombosis, stroke, or myocardial infarction (MI) occurs. In a worldwide scale, from each 3 deaths, there is a single death related to the rupture of a vulnerable plaque due to CHD (4). Despite numerous pharmacological interventions, PCI is still the management of choice for atherosclerotic plaque which produces ischemic heart disease (5).

Percutaneous Coronary Intervention (PCI)

PCI is the first-choice live saving maneuver for patients with STEMI attack, especially during the first two hours after documentation. It is used Ali A. Ahmed1, Najah R. Hadi1, Khalid I. Amber2 to restore myocardial coronary perfusions (6). The success of PCI is evaluated by clinical examination, angiography, preoperatively and after disappearance of the MACE. PCI performs rapid and more efficacious relief of ischemic sign and symptoms compared to noninvasive managements (7). The main problem that takes a large concern regarding PCI procedure is the formation of a new thrombus (restenosis) that threats the life of the patient and may result in a new MI and death (8). The primary cause for thrombosis is platelet aggregation that will drive the formation of the fibrin mesh. So, the white thrombus is formed at first consisting mainly from platelet. Then, the red thrombus is later formed involving other components of blood (9). To inhibit this bad prognosis, the use of antiplatelet drugs (i.e. P2Y12 blockers as clopidogrel) is crucial. Also, the treatment guidelines recommend the use of dual anti platelet therapy (Aspirin and Clopidogrel), not only for patient whom has undergone PCI but also to patients with IHD (10). There is a large variability in the response of patient to standard doses of clopidogrel. These responses vary from bleeding in some patient (indicating a need to reduce the dose) or formation of a thrombus indicating that the patient doesn’t’t respond to the effect of clopidogrel as an inhibitor of platelet aggregation (clopidogrel resistance). In this case, there is a need to switch to another antiplatelet drug (i.e. Ticagrelor) (11). Some evaluating tests of clopidogrel that function as platelet aggregation inhibitor in human have been developed as Flow cytometry, Platelet function analyzer -100 system, Verify Now Test and Impedance aggregometry (12).

Platelet: Giulio Bizzozero

the Italian researcher and Doctor, was the first who clarified the vital role for platelet in homeostasis and thrombosis in 1881 (13). Platelet plays a major role in the complex process of homeostasis that utilizes many proteins and different biological interaction to produce its final outcome (formation of thrombi) (14).

Process of coagulation and thrombus formation

Change in vascular blood flow hemodynamic, especially in coronary arteries, stimulates platelets adherence to the sub-endothelial proteins, specifically collagen and vWF, resulting in platelet activation, aggregation and lastly, the formation of platelet plug at the injury position (15). Normally, RBC travels in central lamina, and platelet circulation takes place at a place periphery of blood vessel, very close to the vascular endothelium. So, any stress factor (atrial fibrillation, infection, cancer, vessel injury) will cause platelet interaction with adhesive molecules at the damaged endothelial cells (16). The result of this is activation of (IIb/IIIa) receptor, that has the ability for fibrinogen binding and allows cross linking to adjacent platelet causing their aggregation and forming platelet thrombi (17). ADP, the main activator of platelet aggregation through binding to its P2Y1 and P2Y12 platelet surface receptors (18). ADP is released from both endothelial cells and RBC due to shear stress and damage of blood vessels. Additionally, ADP is released by activated platelets, from their dense granules. Regarding platelet aggregation process, it is proved now that P2Y12 and P2Y1 are present in human platelet and vascular endothelial cells (19).

VEGFR2

Kinase insert domain receptor, other names are vascular endothelial growth factor receptor 2 (VEGFR-2), CD309 (cluster of differentiation 309) and Flk1 (Fetal Liver Kinase 1). The gene responsible for encoding VEGFR2 called Kinase Insert Domain gene (KDR) (20). VEGFR2 mediates endothelial cell survival through direct activation of PI3K that will phosphorylate PKB/AKT. When AKT is activated it will inhibit apoptosis of endothelial cells via phosphorylation of caspase 9 and (BAD) which result in deactivation of their pro-apoptotic activity (21). VEGFR2 increases permeability of the vascular endothelium by activation of endothelial nitric oxide synthase through AKT induced phosphorylation of eNOS or via PLCγ dependent Ca2+ influx with the subsequent increase in production and level of nitric oxide (NO) (22).

VEGFR2 and polymorphism

KDR gene is the gene that is responsible for the expression of VEGFR2. It is located on chromosome 4 on the long arm q at location 12. VEGFR2 consists of 1,356 amino acids and considered as the main receptor that translates the binding of VEGFA ligand to mediate cellular migration, proliferation and apoptosis resistance (23. The splicing of the KDR gene result in 679 AA amputated the extracellular domain of the receptor and produce a soluble sVEGFR2 which circulate in the blood stream and act as a selective inhibitor for lymphatic blood vessel growth (24).

The +1192C>T (rs2305948) SNP in KDR gene

At the + 1192 position on the exon 7, the replacement of C allele by T nucleotide takes place. This causes abnormal production of amino acid with its consequence alteration of VEGFR2 function or what is called no synonymous substitution (25).

Clopidogrel

Plavix® (clopidogrel bisulfate) belong to the second generation thienopyridine with irreversible inhibitory effect of its active metabolite to P2Y12 ADP receptors that mediates platelet activation and aggregation (26). Following GIT absorption, nearly 85% of the prodrug suffers inactivation by hydrolysis via carboxyl esterase enzyme and the only available clopidogrel percentage which is 15% will be activated by the hepatic cytochrome P450 system, mainly through CYP2C19 isoenzyme. Clopidogrel antiplatelet activity has been evaluated by many studies trying to explain the poor response in inhibiting platelet aggregation through the effect of gene single nucleotide polymorphism of the activating enzyme CYP2C19 (27). Additionally, there are other important contributing factors such as drug interaction (28), epigenetic factor, disease and demographic factors (29). Recently, there has been large concern and orientation in scientific researches towards genetic single nucleotide polymorphism as an effective contributor behind diminished activity of clopidogrel in inhibiting platelet aggregation (30). The recent studies clarify the significant association of genetic polymorphism in VEGFR2 gene receptor which is rs2305948 with atherosclerotic and coronary heart diseases (31, 32). So, it is possible that poor response to clopidogrel in Iraqi Arabic population may be attributed to this genetic variation (33).

AIM

The aim of the study is the impact of KDR gene polymorphism rs2305948 on clopidogrel resistance in patients undergoing elective PCI.

MATERIAL AND METHODS

This study is a case-control study, comprised of two groups (persons who have CR and NCR control group). The collection of specimens was done from September 2018 till February 2019.

Criteria for including patients in the study

Inclusion criteria: The following criteria have been followed for patients whom included in the study: Iraqi Arabic race, Age is between 30 to 70 years old, and Documented CHD and need for PCI. Exclusion criteria: HF and impairment in renal function, Hepatic impairment, Any recent hemorrhage, Surgical intervention within 1 month before PCI, Allergic reaction to clopidogrel, heparin, aspirin or for contrast media, and Patients who have not responded to the change of PPI (omeprazole or esomeprazole) into pantoprazole. Approval from the Ethical Committee (in the Faculty of medicine, Kufa University, was taken for the protocol of the study. Written plus oral approval for the study procedure had been taken from all patients who were enrolled in the study.

Preparation of patients for the study and PCI procedure

All enrolled patients have been examined and documented by specialist physicians for the criteria of inclusion and exclusion. They were selected from Al Najaf Center for cardiovascular surgery and cardiac catheterization in AL-Sadder Teaching Hospital in Al Najaf Al Ashraf governorate. The enrolled patients 324 were prepared at least one week before PCI procedure as follow: Taking dual anti platelet therapy (75mg of clopidogrel+100 mg of aspirin) daily for at least one week before Pb)CI (34). Admitting to hospital at least 24 hours before the PCI operation. Shaving the pubic region. Taking the loading dose of clopidogrel (600 mg) by taking 2 tablets every 2 hours in the last 12-14 hours before operation (35). For all patients on omeprazole and esomeprazole, these PPI were replaced with pantoprazole before PCI (36).

Blood Sampling

Blood sample was taken from each patient from vein and Puncturing of the vein was done at the morning before subjecting to PCI procedure while the participants were fasting, (prior to PCI and after the 600 mg loading dose of clopidogrel). blood with a quantity of five milliliters of were taken from all then it was separated to three portions (37): One ml was placed in heparinized tube specific for multiplate analyzer. Two mills were placed in EDTA tube for DNA extraction and platelet count. The last two ml were placed in a plane tube with normal room temperature for serum analysis. After 10-15 minutes’ coagulation occur for sample in the plane tube, then centrifuge samples at 2000 xg for fifteen minutes after separation, many portions of serum were warehouse at -20°C for phenotype analysis. The heparinized blood sample for platelet responsiveness test doesn’t’t required centrifugation, it used directly for applying the test.

Groups of the study

All enrolled patients were subjected to the ADP test by Multiplate® analyzer to detect the clopidogrel resistance. According to the result of test; the enrolled patients were divided into patient group that includes patients that the clopidogrel drug failed to inhibit aggregation of platelet in their blood (Clopidogrel Resistance group) and patients that respond to clopidogrel anti-platelet activity (control group or Non Clopidogrel Resistance group). 2.4.1. The patients group (CR group) The first group is Clopidogrel Resistance group CR with 111 patients in which clopidogrel failed to inhibit platelet aggregation (74 males and 37 female) with age range (55.82±9.31) from the total 324 contributors in this study. 2.4.2. Control group (NCR group) This second group is a non Clopidogrel Resistance group with 213 patients (159 male and a 54 female) with age range (57.67±7.99) was selected according to their responsiveness to clopidogrel therapy after clopidogrel loading dose according to results obtained for analysis of high on treatment Platelet Reactivity by using the Multiplate® analyzer by Roche Company. Determination of Phenotype Parameters of Anthropometry as height (meter), weight (kg) obtained by regularized methods. The estimation of BMI done; weight (kg), height (square meter), serum cholesterol, Low-density lipoprotein-cholesterol (LDL-C), serum triglycerides (TG), serum VEGFR2 and high-density lipoprotein- cholesterol (HDL-C) were measured.

Genotype measurements

Extraction of DNA was done by the employment of purification kit for DNA (Promega). PCR- (RFLP) technique was used for determination of Genotype regarding VEGFR2 SNP (rs2305948). The amplification was done using suitable primers and a HGMM mix kit (Promega). PCR Product was digested with restriction enzyme (Promega). Separation of digested products was done by the employment of 3% agarose gel. Statistical analysis Continuous variables were illustrated by mean ±SD. Student’s t-test to express the means variance between CR and NCR. ANOVA test was applied for describing level rates of continuous parameters in genotypes through the SPSS v. 25 software (Chicago, IL SPSS Inc), non-numerical variables were used to express genotype distribution and allele frequency, Chi-squared test to assess the existence of differences of these variables. If p value was <0.05, then variations are considered significant. Logical regression was obtained by SPSS software, to predict the relevance of allele frequencies and genotype to CR with various models of inheritance table 2.9. The rs2305948 SNP of KDR gene, it’s C was the major allele; and T was the minor allele. The models of inheritance were summarized in table (3). Odds ratio (OR) is the expression for the results regarding dissection for allele frequencies and genotype allocation, P-value and confidence interval (CI- 95%). Outcome adjustment for sex, age, BMI, HT, DM and smoking, OR, CI 95% and P-values were re-estimated.

RESULTS

This research with 324 participants revealed CR group with a (111) patient with a 34.26% and a NCR group with 213 patients according to CR test done through Multiplate® analyzer device by Roche company.

Genotyping

By evaluating the ratio of A260/A280, concentration and purity were detected. The amplification product for VEGFR2 receptor gene polymorphism for rs2305948 (+1192C>T) is 151 bp. Results of amplification were analyzed and confirmed by electrophoresis on agarose gel as illustrated in figures 1 and 2 respectively.
Figure 1.

(A) PCR product of rs2305948 with 151 bp. Ladder with 100 bp was used (B) Fragment of DNA for rs2305948, lanes number 1, 3,8,9,10,11 represent the wild genotype (CC), Lanes number 4 and 15 represents the heterozygous genotype (CT), Lane number 6 represents homozygous recessive genotype (TT). 50 bp and 100 bp ladders were used as ladders located on both side of the mold with the symbol (M), (C,D) genotype sequencing.

RFLP analysis

The digestion of PCR product of rs2305948 SNP of VEGFR2 gene has been carried out by RsaI restriction enzyme. The agarose gel electrophoresis has been used to examine the digestion products. The outcomes demonstrated two (19, 132 bp) bands of wild type (CC), one (151 bp) band of homozygous (TT) and three (19, 132, 151 bp) bands of heterozygous (CT) genotypes as illustrated in Figures 1, 2 and Table 4. These results confirmed by the gene sequencing which was done for the rs2305948 as illustrated in Figure 3.
Table 4.

Digestion results for rs2305948

GenotypeNo of bandsSize of bp
Wild typeCC219, 132
HeterozygousCT319, 132, 151
HomozygousTT1151
Estimation of Genotype and AlleleFrequencies For the rs2305948 SNP, all genotyping and allele frequencies model shows a significant association with the occurrence of clopidogrel resistance before and after adjustment of the study parameters (BMI, DM, HT, Smoking, age and sex). For the (CT) heterozygous in the co-dominant model that show a significant association with CR before and after adjustment of the study parameters (OR=2.76, CI 95%= 1.61-4.73 P=0.000) and (OR=3.13, CI95%=1.76-5.57, P=0.000) respectively. The minor homozygous genotype (TT) clarifies a significant association with CR before and after adjustment for parameters of the study (OR=4.58, CI 95%; 1.30-16.18, P=0.01) and (OR=5.4, CI 95%; 1.49-19.59, P=0.01) respectively. At the dominant pattern, TT+CT genotypes within CR persons were assure to be significantly associated with CR (OR=2.86, CI 95% =1.71- 4.76, P=0.000) at the unadjusted model and (OR=3.28, CI 95% =1.90- 5.68, P=0.000) at the adjusted model. The recessive model of genotype CC+CT show an obvious significant correlation with CR group before (OR=3.5, CI 95%=1.002-12.22, P=0.05) and after adjustment (OR=3.83, CI 95%=1.08-13.16, P=0.03). At the additive pattern, 2(TT) + CT genotype was also significantly associated with CR group (OR= 3.09, CI 95% =1.89-5.06, P=0.0001). The minor allele (T) frequency was elucidate to be significantly increased in CR patients compared with control group (OR=3.51, CI 95%= 1.006- 12.28, P=0.04). Settlement for age, sex, BMI, DM, HT and smoking did not change the results as in Table 6.
Table 6.

Genotype and allele frequency results of rs2305948 before and after adjustment of (BMI, sex, age, HT, DM, and Smoking)

rs2305948(C/T)ControlN=213CRN=111UnadjustedOR.Unadjusted (95%CI)P-valueAdjustedOR.Adjusted (95%CI)P-value
Co-dominant
CC (Ref.)17366      
CT36382.761.61-4.730.0003.131.76-5.570.000
TT474.581.30-16.180.015.41.49-19.590.01
Dominant
TT+CT vs. CC40452.861.71-4.760.0003.281.90-5.680.000
Recessive       
CC+CT (Ref.)209104      
TT473.51.002-12.220.053.831.08-13.16 0.03
Additive
2(TT)+CT44523.091.89-5.060.0001   
MAF (T)10.3223.423.511.006-12.280.04   

DISCUSSION

Platelet aggregation test for clopidogrel responsiveness was done for the entire participant in the study. According to the results, it was found that 111 patients from the total 324 patients whom had been enrolled to PCI procedure expressed a resistance to the effect of clopidogrel with a percentage of 34.26% in our Iraqi Arabic enrolled population and this result is in coordinate with the study of (39) which states that the CR prevalence ranges from 5% to 44 % . VEGFR2 gene rs2305948 SNP genotype and allele frequency According to best of our knowledge, this study is the second study around the world and the first study in Iraq, the Middle East, Iran and Turkey (Iraq surrounding countries) that investigate clopidogrel resistance from Pharmacogenomic aspect through the existence of genetic polymorphism in the VEGFR2 gene, specifically; the rs2305948. Outcome data of the rs2305948 SNP of KDR gene revealed a significant association with the presence of clopidogrel resistance in the Iraqi Arabic population enrolled in the study. Before adjustment of the study parameters (BMI, HT, DM, smoking, age and sex) and under the co-dominant model, patients whom carry the minor homozygous genotype (TT) with the heterozygous genotype (CT) have five folds and three folds increased in the risk to display the clopidogrel resistance respectively compared to the carriers of the wild type (CC) genotype. Additionally, under the dominant and recessive models there was also a significant association with a two-fold and three-fold increase in the risk to develop CR respectively. This clarifies the strong influence of the rs2305948 SNP on CR. Carriers of the T allele (MAF) in the disease group (CR) are present with an increase in the risk to develop CR by more than three-folds as in Table 6. These results are in consistence with the study of (Zhang et al, 2016) (33). Adjustment of the BMI, HT, DM, smoking, age and sex doesn’t’t affect the outcome significantly as in Table 6. This may be due to the fact that all the enrolled patients are with CHD; so, all of these factors have the same influence on both the clopidogrel resistant group and the non-clopidogrel resistant group giving the advantage for the genetic polymorphism to have prominent influence on this issue as illustrated in Table 6. For the rs2305948, the serum level for VEGFR2, platelet count, serum lipids (LDL, VLDL, HDL, TG and cholesterol) and the BMI, were all tested with both the dominant model and the co-dominant model. The results as in tables 7 and 8 revealed the following:
Table 7.

Biochemical characteristic of CR patients with genotype of rs2305948 SNP in the VEGFR2 gene under co dominant model

Clinical characteristicCC(66 patients)CT(38 patients)TT(7 patients)P-value
LDL(mg/dl)213.84 ±13.73204.68± 9.70209.42±15.310.002
VLDL(mg/dl)47.31±3.2548.50±4.8447±3.410.28
HDL(mg/dl)32.46±2.8532.34±3.9834.28±5.400.38
TG(mg/dl)236.59±16.27242.5±24.23235±17.070.29
Cholesterol(mg/dl)293.63±11.38285.52±7.14290.71±11.700.000
BMI(kg/m2)28.64±4.7128.84±4.0929.95±4.550.762
Platelet count(×103/mm3)259.84±26.64266.21±22.29243.71±8.260.073
VEGFR2 (pg/ml)7682.72±135.478458.81±617.6710067.14±153.070.000
Table 8.

Biochemical characteristics of CR in patients with genotype of rs2305948 in VEGFR2 gene under dominant model.

Clinical characteristicCC (66 patients)CT +TT (45 patients)P-value
LDL (mg/dl)213.84 ±13.73205.42± 10.690.0008
VLDL (mg/dl)47.31±3.2548.22±4.650.227
HDL (mg/dl)32.46±2.8532.64±4.220.788
TG (mg/dl)236.59±16.27241.11±23.270.230
Cholesterol (mg/dl)293.63±11.38286.33±8.070.0003
BMI (kg/m2)28.64±4.7129.01±4.130.760
Platelet count (×103/mm3)259.84±26.64262.71±22.250.553
VEGFR2 (pg/ml)7682.72±135.478709±819.460.000
a) Under the co-dominant model, the significant correlation of the MAF (T) with LDL and cholesterol concentration indicates a crucial role of these lipids on increasing the hazard to induce platelet aggregation and thrombus formation. Additionally, there was a significant link for the (T) allele with the increased serum level of VEGFR2. This indicates that the loss of function of VEGFR2 receptor is due to the strong impact of this SNP through alteration the response of VEGFR2. b) Under the dominant model, the same results as in the co-dominant model, but the impact of T allele was expanded to include a significant correlation with platelet count in blood. This correlation introduces an additional evidence for the influence of this SNP on diminishing the effect of clopidogrel as an inhibitor for platelet aggregation. Indeed, the rs2305948 is located on the exon 7, which is considered as a coding region. So, this SNP will change the normal amino acid sequence with consequence protein change that alters the gene expression for VEGFR2 receptors and leads to their dysfunction (40). The genotype and allele frequency for the investigated SNP (rs2305948) are consistent with Hardy Weinberg Equilibrium (HWE) as illustrated in Table 5.
Table 5.

Results of HWE analysis for rs2305948

subjectX2P value
CR0.2320.630
NCR1.6340.201
Both1.8660.393
This indicates that the genotype allocation is constant in Iraqi Arabic population. So, any disturbance regarding the genotype and allele frequency will accounts for the involvement of this SNP with the pathogenesis of CR. Regarding the genetic power, it was 85.3% for rs2305948 which potentiate the research results as a level of 80% considered an accepted level for logical decision. The RFLP-PCR analysis results of the (rs2305948) was confirmed by gene sequencing which obviously clarifies the correct results of the analysis and the existence of this genetic polymorphism with its strong impact on the occurrence of CR.

CONCLUSION

The results of this study clarify that the rs2305948 SNP in the KDR gene have a strong influence on the presence of clopidogrel resistance in Iraqi Arabic population.
Table 1.

The sequence of rs2305948 SNP (38)

SNPPrimersRestric. Enz.
Rs2305948F-ATCCTTGGTCACTCCGGGGTAR- TATGCTGTGCTTTGGAAGTTCAGRsaI
Table 2.

Schedule protocol of PCR for rs2305948

Kind of cycletemperaturetimeCycle number
Initial Denaturation95 C5 minutes1
denaturation95C1 minute 
Annealing58 C1 minute30
Extension72 C1 minute1
The final Extension72 C10 minutes1
Table 3.

Baseline characteristics of study groups

Parameter NCR (control)CRP value
No. (male/female)213 (159 /54)111 (74/37)0.13
Age57.67 ± 7.9955.82 ± 9.310.062
BMI28.71 ± 4.2329.42 ± 4.740.170
Cholesterol (mg/dl)288.00 ± 9.64290.67 ± 10.750.023
TG240.79 ± 18.63238.51 ± 19.450.299
VLDL48.15 ± 3.6747.70 ± 3.890.305
LDL207.39 ± 11.53210.43 ± 13.200.033
HDL32.45 ± 3.1932.54 ± 3.460.815
Platelet count (×103/mm3)240.41 ± 49.62249.21± 67.330.182
KDR (pg/ml)8075 ± 6878098± 7310.779
Diseased vessels157900.569
HT1921020.90
DM119600.86
Smoker103620.46
CCBs37220.653
ACEI/ARBs51350.268
B-Blockers131700.894
Diuretics64380.580
PPI33260.150
Nitrates104590.672
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