Background And Aims:
Conventional coronary artery disease (CAD) risk factors like age, gender, blood lipids, hypertension and smoking have been the basis of CAD risk prediction algorithms, but provide only modest discrimination. Genetic risk score (GRS) may provide improved discrimination over and above conventional risk factors. Here we analyzed the genetic risk of CAD in subjects from Pakistan, using a GRS of 21 variants in 18 genes and examined whether the GRS is associated with blood lipid levels.
Methods:
625 (405 cases and 220 controls) subjects were genotyped for variants, NOS3 rs1799983, SMAD3 rs17228212, APOB rs1042031, LPA rs3798220, LPA rs10455872, SORT1 rs646776, APOE rs429358, GLUL rs10911021, FTO rs9939609, MIA3 rs17465637, CDKN2Ars10757274, DAB2IP rs7025486, CXCL12 rs1746048, ACE rs4341, APOA5 rs662799, CETP rs708272, MRAS rs9818870, LPL rs328, LPL rs1801177, PCSK9 rs11591147 and APOE rs7412 by TaqMan and KASPar allele discrimination techniques.
Results:
Individually, the single SNPs were not associated with CAD except APOB rs1042031 and FTO rs993969 (p = 0.01 and 0.009 respectively). However, the combined GRS of 21 SNPs was significantly higher in cases than controls (19.37 ± 2.56 vs. 18.47 ± 2.45, p = 2.9 × 10), and compared to the bottom quintile, CAD risk in the top quintile of the GRS was 2.96 (95% CI 1.71-5.13). Atherogenic blood lipids showed significant positive association with GRS.
Conclusions:
The GRS was quantitatively associated with CAD risk and showed association with blood lipid levels, suggesting that the mechanism of these variants is likely to be, in part at least, through creating an atherogenic lipid profile in subjects carrying high numbers of risk alleles.
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DOI: 10.1007/s11033-023-09128-3.
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DOI: 10.3390/biom13050850.
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DOI: 10.1186/s12887-023-03851-3.
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Shahid S, N A S, Humphries S
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DOI: 10.1155/2021/6692273.
Genome-Wide Variants Associated With Longitudinal Survival Outcomes Among Individuals With Coronary Artery Disease.
Dungan J, Qin X, Hurdle M, Haynes C, Hauser E, Kraus W
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PMC: 8204081.
DOI: 10.3389/fgene.2021.661497.
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Semaev S, Shakhtshneider E
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DOI: 10.3390/jpm10040239.
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PMC: 7376116.
DOI: 10.1016/j.sjbs.2020.06.029.
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Shabana N, Ashiq S, Ijaz A, Khalid F, Saadat I, Khan K
Lipids Health Dis. 2018; 17(1):224.
PMID: 30261890
PMC: 6161440.
DOI: 10.1186/s12944-018-0874-6.
PCA-based GRS analysis enhances the effectiveness for genetic correlation detection.
Zhao Y, Ning Y, Zhang F, Ding M, Wen Y, Shi L
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PMID: 30169568
PMC: 6954421.
DOI: 10.1093/bib/bby075.
GWAS implicated risk variants in different genes contribute additively to increase the risk of coronary artery disease (CAD) in the Pakistani subjects.
Shahid S, Shabana N, Rehman A, Humphries S
Lipids Health Dis. 2018; 17(1):89.
PMID: 29673405
PMC: 5909255.
DOI: 10.1186/s12944-018-0736-2.
The SNP rs10911021 is associated with oxidative stress in coronary heart disease patients from Pakistan.
Shahid S, Shabana , Humphries S
Lipids Health Dis. 2018; 17(1):6.
PMID: 29304826
PMC: 5756419.
DOI: 10.1186/s12944-017-0654-8.
Association of the single nucleotide polymorphism in chromosome 9p21 and chromosome 9q33 with coronary artery disease in Chinese population.
Li Q, Peng W, Li H, Zhuang J, Luo X, Xu Y
BMC Cardiovasc Disord. 2017; 17(1):255.
PMID: 28962556
PMC: 5622451.
DOI: 10.1186/s12872-017-0685-0.
Association between chemokine CXC ligand 12 gene polymorphism (rs1746048) and coronary heart disease: A MOOSE-compliant meta-analysis.
Chen M, Jiang Y, Zhang N, Yang H, Xu L, Rui Q
Medicine (Baltimore). 2017; 96(24):e7179.
PMID: 28614256
PMC: 5478341.
DOI: 10.1097/MD.0000000000007179.