Multi analytical approach to find out the risk factors in terms of single nucleotide polymorphisms in patients with coronary artery disease in Indian Asian Population

Pamila Dua, Kh Reeta, Bhawana Prasher, Sandeep Seth, S. Maulik, Mitali Mukerji, Sangeeta Khanna, Archana Vats
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Abstract

Background Researches have revealed a connection between CAD (coronary artery disease) and genetics, with various biochemical tests established to evaluate its severity. The incorporation of bioinformatics has advanced biomedical research and improved data management efficiency. The current study's objective was to identify risk factors in terms of Single Nucleotide Polymorphisms, associated with CAD in an Indian Asian population, utilizing a combined approach Methods The present study was completed in two phases: First phase was a literature search for susceptible SNPs and Second comprised of a cross sectional study. In first phase, using bioinformatic techniques like PubMed parser and Natural Language Processing (NLP) and manual search, we tried to find out susceptible polymorphisms to CAD. In second step, Global Screening Array (GSA) (Illumina) was performed in extracted DNA samples of 97cases and 36 controls. Different biochemical tests like Hemogram, Lipids, Fasting Blood Sugar (FBS), LFT, KFT, Vitamin D and HbA1C were also done as per standard protocol. Results In literature search from 134 studies conducted across several continents and various populations with more a million cases and controls, we could retrieve a comprehensive dataset of 261 susceptible SNPs with pooled Odd’s ratio of 1.196. On observing 261susceptible SNPs in our GSA results, we could find 5 SNPs with significant p value including rs187238 of IL-18 gene at chromosome 11, rs731236 and rs2228570 of VDR gene at chromosome 12, rs11556218 of gene IL16 at chromosome 15 and rs5882 of CETP gene at chromosome 16.  The earlier studies had reported association of these with several disease conditions and for CAD, pathways related to endothelial damage, susceptibility of vitamin D receptor (VDR) polymorphisms and lowering HDL-cholesterol and ultimately causing CAD.  But among Indian population, all only rs5882 has been studied in CAD cases and that too has not shown any association. The polymorphisms regarding VDR gene are also novel in Indian population, further biochemical co-relation done in both cases and controls revealed more percentage of Vitamin D deficient in healthy controls. Conclusion To conclude, a set of 261 susceptible SNPs for CAD was gathered and out of which association of 5 SNPs in the Indian Asian population was observed. Further, this pool can be validated in different ethnic groups and may provide a valuable screening tool to separate the vulnerable high-risk population where primary prevention strategies can be implemented. We could find, the Vitamin D deficiency may be key reason for developing the disease and further, an alarming condition for seemingly healthy population.
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从单核苷酸多态性的角度,通过多种分析方法找出印度亚裔冠心病患者的风险因素
背景 研究发现,冠状动脉疾病(CAD)与遗传有关,并建立了各种生化测试来评估其严重程度。生物信息学的应用推动了生物医学研究的发展,提高了数据管理的效率。本研究的目的是利用综合方法,从单核苷酸多态性的角度确定印度亚裔人群中与 CAD 相关的风险因素:第一阶段是对易感 SNPs 进行文献检索,第二阶段是横断面研究。在第一阶段,我们使用 PubMed 解析器和自然语言处理(NLP)等生物信息学技术以及人工搜索,试图找出易患 CAD 的多态性。第二步,在提取的 97 例患者和 36 例对照的 DNA 样本中进行全球筛查阵列(GSA)(Illumina)。此外,还按照标准方案进行了不同的生化检测,如血型图、血脂、空腹血糖 (FBS)、LFT、KFT、维生素 D 和 HbA1C。结果 通过对横跨几大洲、不同人群、超过一百万病例和对照组的 134 项研究进行文献检索,我们检索到了一个包含 261 个易感 SNPs 的综合数据集,汇总的 Odd's 比值为 1.196。在 GSA 结果中观察到的 261 个易感 SNPs 中,我们发现了 5 个具有显著 p 值的 SNPs,包括 11 号染色体上 IL-18 基因的 rs187238、12 号染色体上 VDR 基因的 rs731236 和 rs2228570、15 号染色体上 IL16 基因的 rs11556218 和 16 号染色体上 CETP 基因的 rs5882。 早期的研究曾报道过这些基因与多种疾病相关,而对于 CAD 而言,这些基因与内皮损伤、维生素 D 受体(VDR)多态性易感性和高密度脂蛋白胆固醇降低有关,并最终导致 CAD。 但在印度人群中,只有 rs5882 在 CAD 病例中被研究过,而且也没有显示出任何关联。有关 VDR 基因的多态性在印度人群中也是新发现的,对病例和对照组进行的进一步生化相关性研究显示,健康对照组维生素 D 缺乏的比例更高。结论 总之,研究人员收集了一组 261 个易患 CAD 的 SNPs,并观察到其中 5 个 SNPs 与印度亚洲人群有关。此外,该基因库还可在不同种族群体中进行验证,并可作为一种有价值的筛查工具,用于区分易感高危人群,从而实施一级预防策略。我们可以发现,维生素 D 缺乏可能是发病的关键原因,而且对于看似健康的人群来说,这也是一个令人担忧的问题。
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Multi analytical approach to find out the risk factors in terms of single nucleotide polymorphisms in patients with coronary artery disease in Indian Asian Population Một số điểm nổi bật trong lĩnh vực dự phòng bệnh lý tim mạch năm 2023 Những cập nhật về điều trị suy tim năm 2023
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